From d489f002a3df808888662aacadfcbdd6c6b0ad87 Mon Sep 17 00:00:00 2001 From: Rae Woong Park Date: Sun, 6 Nov 2016 23:18:54 +0900 Subject: [PATCH 01/81] Update OMOP CDM indexes required - SQL Server.sql We added some more required indexes, which were identified by running the 'Estimated Execution Plan' in the Microsoft SQL Management Studio. Some related discussions are here: http://forums.ohdsi.org/t/incremental-achilles/1847 --- ...OMOP CDM indexes required - SQL Server.sql | 175 ++++++++++++++++++ 1 file changed, 175 insertions(+) diff --git a/Sql Server/OMOP CDM indexes required - SQL Server.sql b/Sql Server/OMOP CDM indexes required - SQL Server.sql index f701dba..74efad2 100644 --- a/Sql Server/OMOP CDM indexes required - SQL Server.sql +++ b/Sql Server/OMOP CDM indexes required - SQL Server.sql @@ -185,3 +185,178 @@ CREATE INDEX idx_dose_era_concept_id ON dose_era (drug_concept_id ASC); CREATE CLUSTERED INDEX idx_condition_era_person_id ON condition_era (person_id ASC); CREATE INDEX idx_condition_era_concept_id ON condition_era (condition_concept_id ASC); +/**************************************************************************************************************************************** +***************************************************** Non Cluster Index ************************************************************** + **************************************************************************************************************************************** + **********************************/ + + /* PERSON */ + +USE [Camel_DB] +GO + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PERSON] ([person_id]) + INCLUDE ([year_of_birth],[gender_concept_id] ); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PERSON] ([location_id]) + INCLUDE ([person_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PERSON] ([provider_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PERSON] ([care_site_id]); + GO; + +/* OBSERVATION */ + +USE [Camel_DB]; +GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[OBSERVATION] ([provider_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[OBSERVATION] ([visit_occurrence_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[OBSERVATION] ([value_as_number],[unit_concept_id]) + INCLUDE ([observation_concept_id]); + GO; + +/* OBSERVATION_PERIOD */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[OBSERVATION_PERIOD] ([PERSON_ID]) + INCLUDE ([OBSERVATION_PERIOD_START_DATE]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[OBSERVATION_PERIOD] ([OBSERVATION_PERIOD_START_DATE],[OBSERVATION_PERIOD_END_DATE]) + INCLUDE ([PERSON_ID]); + GO; + +/* VISIT */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[VISIT_OCCURRENCE] ([care_site_id]); + GO; + +/* CONDITION */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[CONDITION_OCCURRENCE] ([provider_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[CONDITION_OCCURRENCE] ([visit_occurrence_id]); + GO; + +/* CONDITION_ERA */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[CONDITION_ERA] ([person_id]) + INCLUDE ([condition_concept_id],[condition_era_start_date]); + GO; + +/* PROCEDURE */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PROCEDURE_OCCURRENCE] ([provider_id], [visit_occurrence_id]); + GO; + + +/* DRUG */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([provider_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([visit_occurrence_id]) + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([days_supply]) + INCLUDE ([drug_concept_id]) + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([refills]) + INCLUDE ([drug_concept_id]) + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([quantity]) + INCLUDE ([drug_concept_id]) + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_EXPOSURE] ([drug_concept_id]) + INCLUDE ([drug_source_value]) + GO; + +/* DRUG_ERA */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[DRUG_ERA] ([person_id]) + INCLUDE ([drug_concept_id],[drug_era_start_date]) + GO; + +/* MEASUREMENT */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([person_id]) + INCLUDE ([measurement_concept_id],[measurement_date]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([provider_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([visit_occurrence_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([value_as_number],[value_as_concept_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([value_as_number],[unit_concept_id]) + INCLUDE ([measurement_concept_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([value_as_number],[unit_concept_id],[range_low],[range_high]) + INCLUDE ([measurement_concept_id]); + GO; + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[MEASUREMENT] ([value_as_number]); + GO; + +/* PROVIDER */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PROVIDER] ([care_site_id]); + GO; + +/* PAYER_PLAN_PERIOD */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[PAYER_PLAN_PERIOD] ([person_id]) + INCLUDE ([payer_plan_period_start_date],[payer_plan_period_end_date]); + GO; + +/* ACHILLES_results */ + + CREATE NONCLUSTERED INDEX [] + ON [dbo].[ACHILLES_results] ([count_value]); + GO; From aef6a3a550271c6cba114cd22034e0e80f13b6bf Mon Sep 17 00:00:00 2001 From: Karthik Natarajan Date: Mon, 2 Jan 2017 19:08:27 -0500 Subject: [PATCH 02/81] Made changes to adhere to the new CDM changes for version 5.1 --- Sql Server/OMOP CDM ddl - SQL Server.sql | 665 ++++++++++++----------- 1 file changed, 337 insertions(+), 328 deletions(-) diff --git a/Sql Server/OMOP CDM ddl - SQL Server.sql b/Sql Server/OMOP CDM ddl - SQL Server.sql index fdb4855..2b30a0e 100644 --- a/Sql Server/OMOP CDM ddl - SQL Server.sql +++ b/Sql Server/OMOP CDM ddl - SQL Server.sql @@ -194,19 +194,19 @@ Standardized meta-data ***************************/ -CREATE TABLE cdm_source - ( - cdm_source_name VARCHAR(255) NOT NULL, - cdm_source_abbreviation VARCHAR(25) NULL, - cdm_holder VARCHAR(255) NULL, - source_description VARCHAR(MAX) NULL, - source_documentation_reference VARCHAR(255) NULL, - cdm_etl_reference VARCHAR(255) NULL, - source_release_date DATE NULL, - cdm_release_date DATE NULL, - cdm_version VARCHAR(10) NULL, - vocabulary_version VARCHAR(20) NULL - ) +CREATE TABLE cdm_source +( + cdm_source_name VARCHAR(255) NOT NULL, + cdm_source_abbreviation VARCHAR(25) NULL, + cdm_holder VARCHAR(255) NULL, + source_description VARCHAR(MAX) NULL, + source_documentation_reference VARCHAR(255) NULL, + cdm_etl_reference VARCHAR(255) NULL, + source_release_date DATE NULL, + cdm_release_date DATE NULL, + cdm_version VARCHAR(10) NULL, + vocabulary_version VARCHAR(20) NULL +) ; @@ -222,254 +222,263 @@ Standardized clinical data ************************/ -CREATE TABLE person - ( - person_id INTEGER NOT NULL , - gender_concept_id INTEGER NOT NULL , - year_of_birth INTEGER NOT NULL , - month_of_birth INTEGER NULL, - day_of_birth INTEGER NULL, - time_of_birth VARCHAR(10) NULL, - race_concept_id INTEGER NOT NULL, - ethnicity_concept_id INTEGER NOT NULL, - location_id INTEGER NULL, - provider_id INTEGER NULL, - care_site_id INTEGER NULL, - person_source_value VARCHAR(50) NULL, - gender_source_value VARCHAR(50) NULL, - gender_source_concept_id INTEGER NULL, - race_source_value VARCHAR(50) NULL, - race_source_concept_id INTEGER NULL, - ethnicity_source_value VARCHAR(50) NULL, - ethnicity_source_concept_id INTEGER NULL - ) +CREATE TABLE person +( + person_id INTEGER NOT NULL , + gender_concept_id INTEGER NOT NULL , + year_of_birth INTEGER NOT NULL , + month_of_birth INTEGER NULL, + day_of_birth INTEGER NULL, + datetime_of_birth DATETIME2 NULL, + race_concept_id INTEGER NOT NULL, + ethnicity_concept_id INTEGER NOT NULL, + location_id INTEGER NULL, + provider_id INTEGER NULL, + care_site_id INTEGER NULL, + person_source_value VARCHAR(50) NULL, + gender_source_value VARCHAR(50) NULL, + gender_source_concept_id INTEGER NULL, + race_source_value VARCHAR(50) NULL, + race_source_concept_id INTEGER NULL, + ethnicity_source_value VARCHAR(50) NULL, + ethnicity_source_concept_id INTEGER NULL +) ; -CREATE TABLE observation_period - ( - observation_period_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - observation_period_start_date DATE NOT NULL , - observation_period_end_date DATE NOT NULL , - period_type_concept_id INTEGER NOT NULL - ) +CREATE TABLE observation_period +( + observation_period_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + observation_period_start_date DATE NOT NULL , + observation_period_start_datetime DATETIME2 NOT NULL , + observation_period_end_date DATE NOT NULL , + observation_period_end_datetime DATETIME2 NOT NULL , + period_type_concept_id INTEGER NOT NULL +) ; CREATE TABLE specimen - ( - specimen_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - specimen_concept_id INTEGER NOT NULL , - specimen_type_concept_id INTEGER NOT NULL , - specimen_date DATE NOT NULL , - specimen_time VARCHAR(10) NULL , - quantity FLOAT NULL , - unit_concept_id INTEGER NULL , - anatomic_site_concept_id INTEGER NULL , - disease_status_concept_id INTEGER NULL , - specimen_source_id VARCHAR(50) NULL , - specimen_source_value VARCHAR(50) NULL , - unit_source_value VARCHAR(50) NULL , - anatomic_site_source_value VARCHAR(50) NULL , - disease_status_source_value VARCHAR(50) NULL - ) +( + specimen_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + specimen_concept_id INTEGER NOT NULL , + specimen_type_concept_id INTEGER NOT NULL , + specimen_date DATE NOT NULL , + specimen_datetime DATETIME2 NULL , + quantity FLOAT NULL , + unit_concept_id INTEGER NULL , + anatomic_site_concept_id INTEGER NULL , + disease_status_concept_id INTEGER NULL , + specimen_source_id VARCHAR(50) NULL , + specimen_source_value VARCHAR(50) NULL , + unit_source_value VARCHAR(50) NULL , + anatomic_site_source_value VARCHAR(50) NULL , + disease_status_source_value VARCHAR(50) NULL +) ; -CREATE TABLE death - ( - person_id INTEGER NOT NULL , - death_date DATE NOT NULL , - death_type_concept_id INTEGER NOT NULL , - cause_concept_id INTEGER NULL , - cause_source_value VARCHAR(50) NULL, - cause_source_concept_id INTEGER NULL - ) +CREATE TABLE death +( + person_id INTEGER NOT NULL , + death_date DATE NOT NULL , + death_type_concept_id INTEGER NOT NULL , + cause_concept_id INTEGER NULL , + cause_source_value VARCHAR(50) NULL, + cause_source_concept_id INTEGER NULL +) ; -CREATE TABLE visit_occurrence - ( - visit_occurrence_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - visit_concept_id INTEGER NOT NULL , - visit_start_date DATE NOT NULL , - visit_start_time VARCHAR(10) NULL , - visit_end_date DATE NOT NULL , - visit_end_time VARCHAR(10) NULL , - visit_type_concept_id INTEGER NOT NULL , - provider_id INTEGER NULL, - care_site_id INTEGER NULL, - visit_source_value VARCHAR(50) NULL, - visit_source_concept_id INTEGER NULL - ) +CREATE TABLE visit_occurrence +( + visit_occurrence_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + visit_concept_id INTEGER NOT NULL , + visit_start_date DATE NOT NULL , + visit_start_datetime DATETIME2 NULL , + visit_end_date DATE NOT NULL , + visit_end_datetime DATETIME2 NULL , + visit_type_concept_id INTEGER NOT NULL , + provider_id INTEGER NULL, + care_site_id INTEGER NULL, + visit_source_value VARCHAR(50) NULL, + visit_source_concept_id INTEGER NULL +) ; -CREATE TABLE procedure_occurrence - ( - procedure_occurrence_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - procedure_concept_id INTEGER NOT NULL , - procedure_date DATE NOT NULL , - procedure_type_concept_id INTEGER NOT NULL , - modifier_concept_id INTEGER NULL , - quantity INTEGER NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - procedure_source_value VARCHAR(50) NULL , - procedure_source_concept_id INTEGER NULL , - qualifier_source_value VARCHAR(50) NULL - ) +CREATE TABLE procedure_occurrence +( + procedure_occurrence_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + procedure_concept_id INTEGER NOT NULL , + procedure_date DATE NOT NULL , + procedure_datetime DATETIME2 NOT NULL , + procedure_type_concept_id INTEGER NOT NULL , + modifier_concept_id INTEGER NULL , + quantity INTEGER NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + procedure_source_value VARCHAR(50) NULL , + procedure_source_concept_id INTEGER NULL , + qualifier_source_value VARCHAR(50) NULL +) ; -CREATE TABLE drug_exposure - ( - drug_exposure_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - drug_concept_id INTEGER NOT NULL , - drug_exposure_start_date DATE NOT NULL , - drug_exposure_end_date DATE NULL , - drug_type_concept_id INTEGER NOT NULL , - stop_reason VARCHAR(20) NULL , - refills INTEGER NULL , - quantity FLOAT NULL , - days_supply INTEGER NULL , - sig VARCHAR(MAX) NULL , - route_concept_id INTEGER NULL , - effective_drug_dose FLOAT NULL , - dose_unit_concept_id INTEGER NULL , - lot_number VARCHAR(50) NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - drug_source_value VARCHAR(50) NULL , - drug_source_concept_id INTEGER NULL , - route_source_value VARCHAR(50) NULL , - dose_unit_source_value VARCHAR(50) NULL - ) +CREATE TABLE drug_exposure +( + drug_exposure_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + drug_concept_id INTEGER NOT NULL , + drug_exposure_start_date DATE NOT NULL , + drug_exposure_start_datetime DATETIME2 NOT NULL , + drug_exposure_end_date DATE NULL , + drug_exposure_end_datetime DATETIME2 NULL , + drug_type_concept_id INTEGER NOT NULL , + stop_reason VARCHAR(20) NULL , + refills INTEGER NULL , + quantity FLOAT NULL , + days_supply INTEGER NULL , + sig VARCHAR(MAX) NULL , + route_concept_id INTEGER NULL , + effective_drug_dose FLOAT NULL , + dose_unit_concept_id INTEGER NULL , + lot_number VARCHAR(50) NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + drug_source_value VARCHAR(50) NULL , + drug_source_concept_id INTEGER NULL , + route_source_value VARCHAR(50) NULL , + dose_unit_source_value VARCHAR(50) NULL +) ; -CREATE TABLE device_exposure - ( - device_exposure_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - device_concept_id INTEGER NOT NULL , - device_exposure_start_date DATE NOT NULL , - device_exposure_end_date DATE NULL , - device_type_concept_id INTEGER NOT NULL , - unique_device_id VARCHAR(50) NULL , - quantity INTEGER NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - device_source_value VARCHAR(100) NULL , - device_source_concept_id INTEGER NULL - ) +CREATE TABLE device_exposure +( + device_exposure_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + device_concept_id INTEGER NOT NULL , + device_exposure_start_date DATE NOT NULL , + device_exposure_start_datetime DATETIME2 NOT NULL , + device_exposure_end_date DATE NULL , + device_exposure_end_datetime DATETIME2 NULL , + device_type_concept_id INTEGER NOT NULL , + unique_device_id VARCHAR(50) NULL , + quantity INTEGER NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + device_source_value VARCHAR(100) NULL , + device_source_concept_id INTEGER NULL +) ; -CREATE TABLE condition_occurrence - ( - condition_occurrence_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - condition_concept_id INTEGER NOT NULL , - condition_start_date DATE NOT NULL , - condition_end_date DATE NULL , - condition_type_concept_id INTEGER NOT NULL , - stop_reason VARCHAR(20) NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - condition_source_value VARCHAR(50) NULL , - condition_source_concept_id INTEGER NULL - ) +CREATE TABLE condition_occurrence +( + condition_occurrence_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + condition_concept_id INTEGER NOT NULL , + condition_start_date DATE NOT NULL , + condition_start_datetime DATETIME2 NOT NULL , + condition_end_date DATE NULL , + condition_end_datetime DATETIME2 NULL , + condition_type_concept_id INTEGER NOT NULL , + stop_reason VARCHAR(20) NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + condition_source_value VARCHAR(50) NULL , + condition_source_concept_id INTEGER NULL +) ; -CREATE TABLE measurement - ( - measurement_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - measurement_concept_id INTEGER NOT NULL , - measurement_date DATE NOT NULL , - measurement_time VARCHAR(10) NULL , - measurement_type_concept_id INTEGER NOT NULL , - operator_concept_id INTEGER NULL , - value_as_number FLOAT NULL , - value_as_concept_id INTEGER NULL , - unit_concept_id INTEGER NULL , - range_low FLOAT NULL , - range_high FLOAT NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - measurement_source_value VARCHAR(50) NULL , - measurement_source_concept_id INTEGER NULL , - unit_source_value VARCHAR(50) NULL , - value_source_value VARCHAR(50) NULL - ) +CREATE TABLE measurement +( + measurement_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + measurement_concept_id INTEGER NOT NULL , + measurement_date DATE NOT NULL , + measurement_datetime DATETIME2 NULL , + measurement_type_concept_id INTEGER NOT NULL , + operator_concept_id INTEGER NULL , + value_as_number FLOAT NULL , + value_as_concept_id INTEGER NULL , + unit_concept_id INTEGER NULL , + range_low FLOAT NULL , + range_high FLOAT NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + measurement_source_value VARCHAR(50) NULL , + measurement_source_concept_id INTEGER NULL , + unit_source_value VARCHAR(50) NULL , + value_source_value VARCHAR(50) NULL +) ; -CREATE TABLE note - ( - note_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - note_date DATE NOT NULL , - note_time VARCHAR(10) NULL , - note_type_concept_id INTEGER NOT NULL , - note_text VARCHAR(MAX) NOT NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - note_source_value VARCHAR(50) NULL - ) +CREATE TABLE note +( + note_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + note_date DATE NOT NULL , + note_datetime DATETIME2 NULL , + note_type_concept_id INTEGER NOT NULL , + note_text VARCHAR(MAX) NOT NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + note_source_value VARCHAR(50) NULL +) ; -CREATE TABLE observation - ( - observation_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - observation_concept_id INTEGER NOT NULL , - observation_date DATE NOT NULL , - observation_time VARCHAR(10) NULL , - observation_type_concept_id INTEGER NOT NULL , - value_as_number FLOAT NULL , - value_as_string VARCHAR(60) NULL , - value_as_concept_id INTEGER NULL , - qualifier_concept_id INTEGER NULL , - unit_concept_id INTEGER NULL , - provider_id INTEGER NULL , - visit_occurrence_id INTEGER NULL , - observation_source_value VARCHAR(50) NULL , - observation_source_concept_id INTEGER NULL , - unit_source_value VARCHAR(50) NULL , - qualifier_source_value VARCHAR(50) NULL - ) +CREATE TABLE observation +( + observation_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + observation_concept_id INTEGER NOT NULL , + observation_date DATE NOT NULL , + observation_datetime DATETIME2 NULL , + observation_type_concept_id INTEGER NOT NULL , + value_as_number FLOAT NULL , + value_as_string VARCHAR(60) NULL , + value_as_concept_id INTEGER NULL , + qualifier_concept_id INTEGER NULL , + unit_concept_id INTEGER NULL , + provider_id INTEGER NULL , + visit_occurrence_id INTEGER NULL , + observation_source_value VARCHAR(50) NULL , + observation_source_concept_id INTEGER NULL , + unit_source_value VARCHAR(50) NULL , + qualifier_source_value VARCHAR(50) NULL +) ; -CREATE TABLE fact_relationship - ( - domain_concept_id_1 INTEGER NOT NULL , - fact_id_1 INTEGER NOT NULL , - domain_concept_id_2 INTEGER NOT NULL , - fact_id_2 INTEGER NOT NULL , - relationship_concept_id INTEGER NOT NULL - ) +CREATE TABLE fact_relationship +( + domain_concept_id_1 INTEGER NOT NULL , + fact_id_1 INTEGER NOT NULL , + domain_concept_id_2 INTEGER NOT NULL , + fact_id_2 INTEGER NOT NULL , + relationship_concept_id INTEGER NOT NULL +) ; @@ -483,50 +492,50 @@ Standardized health system data -CREATE TABLE location - ( - location_id INTEGER NOT NULL , - address_1 VARCHAR(50) NULL , - address_2 VARCHAR(50) NULL , - city VARCHAR(50) NULL , - state VARCHAR(2) NULL , - zip VARCHAR(9) NULL , - county VARCHAR(20) NULL , - location_source_value VARCHAR(50) NULL - ) +CREATE TABLE location +( + location_id INTEGER NOT NULL , + address_1 VARCHAR(50) NULL , + address_2 VARCHAR(50) NULL , + city VARCHAR(50) NULL , + state VARCHAR(2) NULL , + zip VARCHAR(9) NULL , + county VARCHAR(20) NULL , + location_source_value VARCHAR(50) NULL +) ; -CREATE TABLE care_site - ( - care_site_id INTEGER NOT NULL , - care_site_name VARCHAR(255) NULL , - place_of_service_concept_id INTEGER NULL , - location_id INTEGER NULL , - care_site_source_value VARCHAR(50) NULL , - place_of_service_source_value VARCHAR(50) NULL - ) +CREATE TABLE care_site +( + care_site_id INTEGER NOT NULL , + care_site_name VARCHAR(255) NULL , + place_of_service_concept_id INTEGER NULL , + location_id INTEGER NULL , + care_site_source_value VARCHAR(50) NULL , + place_of_service_source_value VARCHAR(50) NULL +) ; - -CREATE TABLE provider - ( - provider_id INTEGER NOT NULL , - provider_name VARCHAR(255) NULL , - NPI VARCHAR(20) NULL , - DEA VARCHAR(20) NULL , - specialty_concept_id INTEGER NULL , - care_site_id INTEGER NULL , - year_of_birth INTEGER NULL , - gender_concept_id INTEGER NULL , - provider_source_value VARCHAR(50) NULL , - specialty_source_value VARCHAR(50) NULL , - specialty_source_concept_id INTEGER NULL , - gender_source_value VARCHAR(50) NULL , - gender_source_concept_id INTEGER NULL - ) + +CREATE TABLE provider +( + provider_id INTEGER NOT NULL , + provider_name VARCHAR(255) NULL , + NPI VARCHAR(20) NULL , + DEA VARCHAR(20) NULL , + specialty_concept_id INTEGER NULL , + care_site_id INTEGER NULL , + year_of_birth INTEGER NULL , + gender_concept_id INTEGER NULL , + provider_source_value VARCHAR(50) NULL , + specialty_source_value VARCHAR(50) NULL , + specialty_source_concept_id INTEGER NULL , + gender_source_value VARCHAR(50) NULL , + gender_source_concept_id INTEGER NULL +) ; @@ -539,16 +548,16 @@ Standardized health economics ************************/ -CREATE TABLE payer_plan_period - ( - payer_plan_period_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - payer_plan_period_start_date DATE NOT NULL , - payer_plan_period_end_date DATE NOT NULL , - payer_source_value VARCHAR (50) NULL , - plan_source_value VARCHAR (50) NULL , - family_source_value VARCHAR (50) NULL - ) +CREATE TABLE payer_plan_period +( + payer_plan_period_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + payer_plan_period_start_date DATE NOT NULL , + payer_plan_period_end_date DATE NOT NULL , + payer_source_value VARCHAR (50) NULL , + plan_source_value VARCHAR (50) NULL , + family_source_value VARCHAR (50) NULL +) ; @@ -631,29 +640,29 @@ CREATE TABLE device_cost */ -CREATE TABLE cost - ( - cost_id INTEGER NOT NULL , - cost_event_id INTEGER NOT NULL , - cost_domain_id VARCHAR(20) NOT NULL , - cost_type_concept_id INTEGER NOT NULL , - currency_concept_id INTEGER NULL , - total_charge FLOAT NULL , - total_cost FLOAT NULL , - total_paid FLOAT NULL , - paid_by_payer FLOAT NULL , - paid_by_patient FLOAT NULL , - paid_patient_copay FLOAT NULL , - paid_patient_coinsurance FLOAT NULL , - paid_patient_deductible FLOAT NULL , - paid_by_primary FLOAT NULL , - paid_ingredient_cost FLOAT NULL , - paid_dispensing_fee FLOAT NULL , - payer_plan_period_id INTEGER NULL , - amount_allowed FLOAT NULL , - revenue_code_concept_id INTEGER NULL , - reveue_code_source_value VARCHAR(50) NULL - ) +CREATE TABLE cost +( + cost_id INTEGER NOT NULL , + cost_event_id INTEGER NOT NULL , + cost_domain_id VARCHAR(20) NOT NULL , + cost_type_concept_id INTEGER NOT NULL , + currency_concept_id INTEGER NULL , + total_charge FLOAT NULL , + total_cost FLOAT NULL , + total_paid FLOAT NULL , + paid_by_payer FLOAT NULL , + paid_by_patient FLOAT NULL , + paid_patient_copay FLOAT NULL , + paid_patient_coinsurance FLOAT NULL , + paid_patient_deductible FLOAT NULL , + paid_by_primary FLOAT NULL , + paid_ingredient_cost FLOAT NULL , + paid_dispensing_fee FLOAT NULL , + payer_plan_period_id INTEGER NULL , + amount_allowed FLOAT NULL , + revenue_code_concept_id INTEGER NULL , + reveue_code_source_value VARCHAR(50) NULL +) ; @@ -666,68 +675,68 @@ Standardized derived elements ************************/ -CREATE TABLE cohort - ( - cohort_definition_id INTEGER NOT NULL , - subject_id INTEGER NOT NULL , - cohort_start_date DATE NOT NULL , - cohort_end_date DATE NOT NULL - ) +CREATE TABLE cohort +( + cohort_definition_id INTEGER NOT NULL , + subject_id INTEGER NOT NULL , + cohort_start_date DATE NOT NULL , + cohort_end_date DATE NOT NULL +) ; -CREATE TABLE cohort_attribute - ( - cohort_definition_id INTEGER NOT NULL , - cohort_start_date DATE NOT NULL , - cohort_end_date DATE NOT NULL , - subject_id INTEGER NOT NULL , - attribute_definition_id INTEGER NOT NULL , - value_as_number FLOAT NULL , - value_as_concept_id INTEGER NULL - ) +CREATE TABLE cohort_attribute +( + cohort_definition_id INTEGER NOT NULL , + cohort_start_date DATE NOT NULL , + cohort_end_date DATE NOT NULL , + subject_id INTEGER NOT NULL , + attribute_definition_id INTEGER NOT NULL , + value_as_number FLOAT NULL , + value_as_concept_id INTEGER NULL +) ; -CREATE TABLE drug_era - ( - drug_era_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - drug_concept_id INTEGER NOT NULL , - drug_era_start_date DATE NOT NULL , - drug_era_end_date DATE NOT NULL , - drug_exposure_count INTEGER NULL , - gap_days INTEGER NULL - ) +CREATE TABLE drug_era +( + drug_era_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + drug_concept_id INTEGER NOT NULL , + drug_era_start_date DATE NOT NULL , + drug_era_end_date DATE NOT NULL , + drug_exposure_count INTEGER NULL , + gap_days INTEGER NULL +) ; -CREATE TABLE dose_era - ( - dose_era_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - drug_concept_id INTEGER NOT NULL , - unit_concept_id INTEGER NOT NULL , - dose_value FLOAT NOT NULL , - dose_era_start_date DATE NOT NULL , - dose_era_end_date DATE NOT NULL - ) +CREATE TABLE dose_era +( + dose_era_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + drug_concept_id INTEGER NOT NULL , + unit_concept_id INTEGER NOT NULL , + dose_value FLOAT NOT NULL , + dose_era_start_date DATE NOT NULL , + dose_era_end_date DATE NOT NULL +) ; -CREATE TABLE condition_era - ( - condition_era_id INTEGER NOT NULL , - person_id INTEGER NOT NULL , - condition_concept_id INTEGER NOT NULL , - condition_era_start_date DATE NOT NULL , - condition_era_end_date DATE NOT NULL , - condition_occurrence_count INTEGER NULL - ) +CREATE TABLE condition_era +( + condition_era_id INTEGER NOT NULL , + person_id INTEGER NOT NULL , + condition_concept_id INTEGER NOT NULL , + condition_era_start_date DATE NOT NULL , + condition_era_end_date DATE NOT NULL , + condition_occurrence_count INTEGER NULL +) ; From 866c8c666b97c62d3c2eeea13990a7f21b79f1f6 Mon Sep 17 00:00:00 2001 From: Karthik Natarajan Date: Mon, 2 Jan 2017 19:22:13 -0500 Subject: [PATCH 03/81] Made changes to adhere to the new CDM changes for version 5.1 for Postgres --- PostgreSQL/OMOP CDM ddl - PostgreSQL.sql | 35 +++++++++++++++--------- 1 file changed, 22 insertions(+), 13 deletions(-) diff --git a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql index 9f40559..3d4e292 100644 --- a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql +++ b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql @@ -229,7 +229,7 @@ CREATE TABLE person year_of_birth INTEGER NOT NULL , month_of_birth INTEGER NULL, day_of_birth INTEGER NULL, - time_of_birth VARCHAR(10) NULL, + datetime_of_birth TIMESTAMP NULL, race_concept_id INTEGER NOT NULL, ethnicity_concept_id INTEGER NOT NULL, location_id INTEGER NULL, @@ -254,7 +254,9 @@ CREATE TABLE observation_period observation_period_id INTEGER NOT NULL , person_id INTEGER NOT NULL , observation_period_start_date DATE NOT NULL , + observation_period_start_datetime TIMESTAMP NOT NULL , observation_period_end_date DATE NOT NULL , + observation_period_end_datetime TIMESTAMP NOT NULL , period_type_concept_id INTEGER NOT NULL ) ; @@ -268,7 +270,7 @@ CREATE TABLE specimen specimen_concept_id INTEGER NOT NULL , specimen_type_concept_id INTEGER NOT NULL , specimen_date DATE NOT NULL , - specimen_time VARCHAR(10) NULL , + specimen_datetime TIMESTAMP NULL , quantity NUMERIC NULL , unit_concept_id INTEGER NULL , anatomic_site_concept_id INTEGER NULL , @@ -302,9 +304,9 @@ CREATE TABLE visit_occurrence person_id INTEGER NOT NULL , visit_concept_id INTEGER NOT NULL , visit_start_date DATE NOT NULL , - visit_start_time VARCHAR(10) NULL , + visit_start_datetime TIMESTAMP NULL , visit_end_date DATE NOT NULL , - visit_end_time VARCHAR(10) NULL , + visit_end_datetime TIMESTAMP NULL , visit_type_concept_id INTEGER NOT NULL , provider_id INTEGER NULL, care_site_id INTEGER NULL, @@ -321,6 +323,7 @@ CREATE TABLE procedure_occurrence person_id INTEGER NOT NULL , procedure_concept_id INTEGER NOT NULL , procedure_date DATE NOT NULL , + procedure_datetime TIMESTAMP NOT NULL , procedure_type_concept_id INTEGER NOT NULL , modifier_concept_id INTEGER NULL , quantity INTEGER NULL , @@ -340,8 +343,10 @@ CREATE TABLE drug_exposure person_id INTEGER NOT NULL , drug_concept_id INTEGER NOT NULL , drug_exposure_start_date DATE NOT NULL , - drug_exposure_end_date DATE NULL , - drug_type_concept_id INTEGER NOT NULL , + drug_exposure_start_datetime TIMESTAMP NOT NULL , + drug_exposure_end_date DATE NULL , + drug_exposure_end_datetime TIMESTAMP NULL , + drug_type_concept_id INTEGER NOT NULL , stop_reason VARCHAR(20) NULL , refills INTEGER NULL , quantity NUMERIC NULL , @@ -367,8 +372,10 @@ CREATE TABLE device_exposure person_id INTEGER NOT NULL , device_concept_id INTEGER NOT NULL , device_exposure_start_date DATE NOT NULL , - device_exposure_end_date DATE NULL , - device_type_concept_id INTEGER NOT NULL , + device_exposure_start_datetime TIMESTAMP NOT NULL , + device_exposure_end_date DATE NULL , + device_exposure_end_datetime TIMESTAMP NULL , + device_type_concept_id INTEGER NOT NULL , unique_device_id VARCHAR(50) NULL , quantity INTEGER NULL , provider_id INTEGER NULL , @@ -385,8 +392,10 @@ CREATE TABLE condition_occurrence person_id INTEGER NOT NULL , condition_concept_id INTEGER NOT NULL , condition_start_date DATE NOT NULL , - condition_end_date DATE NULL , - condition_type_concept_id INTEGER NOT NULL , + condition_start_datetime TIMESTAMP NOT NULL , + condition_end_date DATE NULL , + condition_end_datetime TIMESTAMP NULL , + condition_type_concept_id INTEGER NOT NULL , stop_reason VARCHAR(20) NULL , provider_id INTEGER NULL , visit_occurrence_id INTEGER NULL , @@ -403,7 +412,7 @@ CREATE TABLE measurement person_id INTEGER NOT NULL , measurement_concept_id INTEGER NOT NULL , measurement_date DATE NOT NULL , - measurement_time VARCHAR(10) NULL , + measurement_datetime TIMESTAMP NULL , measurement_type_concept_id INTEGER NOT NULL , operator_concept_id INTEGER NULL , value_as_number NUMERIC NULL , @@ -427,7 +436,7 @@ CREATE TABLE note note_id INTEGER NOT NULL , person_id INTEGER NOT NULL , note_date DATE NOT NULL , - note_time VARCHAR(10) NULL , + note_datetime TIMESTAMP NULL , note_type_concept_id INTEGER NOT NULL , note_text TEXT NOT NULL , provider_id INTEGER NULL , @@ -444,7 +453,7 @@ CREATE TABLE observation person_id INTEGER NOT NULL , observation_concept_id INTEGER NOT NULL , observation_date DATE NOT NULL , - observation_time VARCHAR(10) NULL , + observation_datetime TIMESTAMP NULL , observation_type_concept_id INTEGER NOT NULL , value_as_number NUMERIC NULL , value_as_string VARCHAR(60) NULL , From 20a6f4a04f192ed13716aa67be2e0177ee701b67 Mon Sep 17 00:00:00 2001 From: Karthik Natarajan Date: Mon, 2 Jan 2017 19:27:35 -0500 Subject: [PATCH 04/81] Made changes to adhere to the new CDM changes for version 5.1 for Oracle --- Oracle/OMOP CDM ddl - Oracle.sql | 35 ++++++++++++++++++++------------ 1 file changed, 22 insertions(+), 13 deletions(-) diff --git a/Oracle/OMOP CDM ddl - Oracle.sql b/Oracle/OMOP CDM ddl - Oracle.sql index 17dc75d..11928ac 100644 --- a/Oracle/OMOP CDM ddl - Oracle.sql +++ b/Oracle/OMOP CDM ddl - Oracle.sql @@ -229,7 +229,7 @@ CREATE TABLE person year_of_birth INTEGER NOT NULL , month_of_birth INTEGER NULL, day_of_birth INTEGER NULL, - time_of_birth VARCHAR(10) NULL, + datetime_of_birth TIMESTAMP WITH TIME ZONE NULL, race_concept_id INTEGER NOT NULL, ethnicity_concept_id INTEGER NOT NULL, location_id INTEGER NULL, @@ -254,7 +254,9 @@ CREATE TABLE observation_period observation_period_id INTEGER NOT NULL , person_id INTEGER NOT NULL , observation_period_start_date DATE NOT NULL , + observation_period_start_datetime TIMESTAMP WITH TIME ZONE NOT NULL , observation_period_end_date DATE NOT NULL , + observation_period_end_datetime TIMESTAMP WITH TIME ZONE NOT NULL , period_type_concept_id INTEGER NOT NULL ) ; @@ -268,7 +270,7 @@ CREATE TABLE specimen specimen_concept_id INTEGER NOT NULL , specimen_type_concept_id INTEGER NOT NULL , specimen_date DATE NOT NULL , - specimen_time VARCHAR(10) NULL , + specimen_datetime TIMESTAMP WITH TIME ZONE NULL , quantity FLOAT NULL , unit_concept_id INTEGER NULL , anatomic_site_concept_id INTEGER NULL , @@ -302,9 +304,9 @@ CREATE TABLE visit_occurrence person_id INTEGER NOT NULL , visit_concept_id INTEGER NOT NULL , visit_start_date DATE NOT NULL , - visit_start_time VARCHAR(10) NULL , + visit_start_datetime TIMESTAMP WITH TIME ZONE NULL , visit_end_date DATE NOT NULL , - visit_end_time VARCHAR(10) NULL , + visit_end_datetime TIMESTAMP WITH TIME ZONE NULL , visit_type_concept_id INTEGER NOT NULL , provider_id INTEGER NULL, care_site_id INTEGER NULL, @@ -321,6 +323,7 @@ CREATE TABLE procedure_occurrence person_id INTEGER NOT NULL , procedure_concept_id INTEGER NOT NULL , procedure_date DATE NOT NULL , + procedure_datetime TIMESTAMP WITH TIME ZONE NOT NULL , procedure_type_concept_id INTEGER NOT NULL , modifier_concept_id INTEGER NULL , quantity INTEGER NULL , @@ -340,8 +343,10 @@ CREATE TABLE drug_exposure person_id INTEGER NOT NULL , drug_concept_id INTEGER NOT NULL , drug_exposure_start_date DATE NOT NULL , - drug_exposure_end_date DATE NULL , - drug_type_concept_id INTEGER NOT NULL , + drug_exposure_start_datetime TIMESTAMP WITH TIME ZONE NOT NULL , + drug_exposure_end_date DATE NULL , + drug_exposure_end_datetime TIMESTAMP WITH TIME ZONE NULL , + drug_type_concept_id INTEGER NOT NULL , stop_reason VARCHAR(20) NULL , refills INTEGER NULL , quantity FLOAT NULL , @@ -367,8 +372,10 @@ CREATE TABLE device_exposure person_id INTEGER NOT NULL , device_concept_id INTEGER NOT NULL , device_exposure_start_date DATE NOT NULL , - device_exposure_end_date DATE NULL , - device_type_concept_id INTEGER NOT NULL , + device_exposure_start_datetime TIMESTAMP WITH TIME ZONE NOT NULL , + device_exposure_end_date DATE NULL , + device_exposure_end_datetime TIMESTAMP WITH TIME ZONE NULL , + device_type_concept_id INTEGER NOT NULL , unique_device_id VARCHAR(50) NULL , quantity INTEGER NULL , provider_id INTEGER NULL , @@ -385,8 +392,10 @@ CREATE TABLE condition_occurrence person_id INTEGER NOT NULL , condition_concept_id INTEGER NOT NULL , condition_start_date DATE NOT NULL , - condition_end_date DATE NULL , - condition_type_concept_id INTEGER NOT NULL , + condition_start_datetime TIMESTAMP WITH TIME ZONE NOT NULL , + condition_end_date DATE NULL , + condition_end_datetime TIMESTAMP WITH TIME ZONE NULL , + condition_type_concept_id INTEGER NOT NULL , stop_reason VARCHAR(20) NULL , provider_id INTEGER NULL , visit_occurrence_id INTEGER NULL , @@ -403,7 +412,7 @@ CREATE TABLE measurement person_id INTEGER NOT NULL , measurement_concept_id INTEGER NOT NULL , measurement_date DATE NOT NULL , - measurement_time VARCHAR(10) NULL , + measurement_datetime TIMESTAMP WITH TIME ZONE NULL , measurement_type_concept_id INTEGER NOT NULL , operator_concept_id INTEGER NULL , value_as_number FLOAT NULL , @@ -427,7 +436,7 @@ CREATE TABLE note note_id INTEGER NOT NULL , person_id INTEGER NOT NULL , note_date DATE NOT NULL , - note_time VARCHAR(10) NULL , + note_datetime TIMESTAMP WITH TIME ZONE NULL , note_type_concept_id INTEGER NOT NULL , note_text CLOB NOT NULL , provider_id INTEGER NULL , @@ -444,7 +453,7 @@ CREATE TABLE observation person_id INTEGER NOT NULL , observation_concept_id INTEGER NOT NULL , observation_date DATE NOT NULL , - observation_time VARCHAR(10) NULL , + observation_datetime TIMESTAMP WITH TIME ZONE NULL , observation_type_concept_id INTEGER NOT NULL , value_as_number FLOAT NULL , value_as_string VARCHAR(60) NULL , From b7b98c6c952fac1a5e979df4a8f62cf0d3537f17 Mon Sep 17 00:00:00 2001 From: kan7003 Date: Tue, 3 Jan 2017 21:37:06 -0500 Subject: [PATCH 05/81] Changed the column name from datetime_of_birth to birth_datetime to stick with the new naming convention. --- Oracle/OMOP CDM ddl - Oracle.sql | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Oracle/OMOP CDM ddl - Oracle.sql b/Oracle/OMOP CDM ddl - Oracle.sql index 11928ac..f29b470 100644 --- a/Oracle/OMOP CDM ddl - Oracle.sql +++ b/Oracle/OMOP CDM ddl - Oracle.sql @@ -229,7 +229,7 @@ CREATE TABLE person year_of_birth INTEGER NOT NULL , month_of_birth INTEGER NULL, day_of_birth INTEGER NULL, - datetime_of_birth TIMESTAMP WITH TIME ZONE NULL, + birth_datetime TIMESTAMP WITH TIME ZONE NULL, race_concept_id INTEGER NOT NULL, ethnicity_concept_id INTEGER NOT NULL, location_id INTEGER NULL, From 183e42b552433cc0ac9166991eb35f612a0430bd Mon Sep 17 00:00:00 2001 From: kan7003 Date: Tue, 3 Jan 2017 21:37:38 -0500 Subject: [PATCH 06/81] Changed the column name from datetime_of_birth to birth_datetime to stick with the new naming convention. --- PostgreSQL/OMOP CDM ddl - PostgreSQL.sql | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql index 3d4e292..12592c2 100644 --- a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql +++ b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql @@ -229,7 +229,7 @@ CREATE TABLE person year_of_birth INTEGER NOT NULL , month_of_birth INTEGER NULL, day_of_birth INTEGER NULL, - datetime_of_birth TIMESTAMP NULL, + birth_datetime TIMESTAMP NULL, race_concept_id INTEGER NOT NULL, ethnicity_concept_id INTEGER NOT NULL, location_id INTEGER NULL, From c412304d22c0282bee95306f0aba2e45a4b63e0f Mon Sep 17 00:00:00 2001 From: kan7003 Date: Tue, 3 Jan 2017 21:37:59 -0500 Subject: [PATCH 07/81] Changed the column name from datetime_of_birth to birth_datetime to stick with the new naming convention. --- Sql Server/OMOP CDM ddl - SQL Server.sql | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Sql Server/OMOP CDM ddl - SQL Server.sql b/Sql Server/OMOP CDM ddl - SQL Server.sql index 2b30a0e..0a89120 100644 --- a/Sql Server/OMOP CDM ddl - SQL Server.sql +++ b/Sql Server/OMOP CDM ddl - SQL Server.sql @@ -229,7 +229,7 @@ CREATE TABLE person year_of_birth INTEGER NOT NULL , month_of_birth INTEGER NULL, day_of_birth INTEGER NULL, - datetime_of_birth DATETIME2 NULL, + birth_datetime DATETIME2 NULL, race_concept_id INTEGER NOT NULL, ethnicity_concept_id INTEGER NOT NULL, location_id INTEGER NULL, From 230a1b09611995742f8592c975e389b1f6c4ab52 Mon Sep 17 00:00:00 2001 From: Karthik Natarajan Date: Thu, 12 Jan 2017 16:10:00 -0500 Subject: [PATCH 08/81] Made changes to adhere to the new CDM changes for version 5.1 for Oracle, Postgres, and SQL Server. Added death_datetime to the death table --- Oracle/OMOP CDM ddl - Oracle.sql | 3 ++- PostgreSQL/OMOP CDM ddl - PostgreSQL.sql | 3 ++- Sql Server/OMOP CDM ddl - SQL Server.sql | 1 + 3 files changed, 5 insertions(+), 2 deletions(-) diff --git a/Oracle/OMOP CDM ddl - Oracle.sql b/Oracle/OMOP CDM ddl - Oracle.sql index 11928ac..015de9c 100644 --- a/Oracle/OMOP CDM ddl - Oracle.sql +++ b/Oracle/OMOP CDM ddl - Oracle.sql @@ -289,7 +289,8 @@ CREATE TABLE death ( person_id INTEGER NOT NULL , death_date DATE NOT NULL , - death_type_concept_id INTEGER NOT NULL , + death_datetime TIMESTAMP WITH TIME ZONE NULL , + death_type_concept_id INTEGER NOT NULL , cause_concept_id INTEGER NULL , cause_source_value VARCHAR(50) NULL, cause_source_concept_id INTEGER NULL diff --git a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql index 3d4e292..e3a2a54 100644 --- a/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql +++ b/PostgreSQL/OMOP CDM ddl - PostgreSQL.sql @@ -289,7 +289,8 @@ CREATE TABLE death ( person_id INTEGER NOT NULL , death_date DATE NOT NULL , - death_type_concept_id INTEGER NOT NULL , + death_datetime TIMESTAMP NULL , + death_type_concept_id INTEGER NOT NULL , cause_concept_id INTEGER NULL , cause_source_value VARCHAR(50) NULL, cause_source_concept_id INTEGER NULL diff --git a/Sql Server/OMOP CDM ddl - SQL Server.sql b/Sql Server/OMOP CDM ddl - SQL Server.sql index 2b30a0e..862a18f 100644 --- a/Sql Server/OMOP CDM ddl - SQL Server.sql +++ b/Sql Server/OMOP CDM ddl - SQL Server.sql @@ -289,6 +289,7 @@ CREATE TABLE death ( person_id INTEGER NOT NULL , death_date DATE NOT NULL , + death_datetime DATETIME2 NULL , death_type_concept_id INTEGER NOT NULL , cause_concept_id INTEGER NULL , cause_source_value VARCHAR(50) NULL, From eca889af53d0bd185aea0ed4e7a8d161863e812c Mon Sep 17 00:00:00 2001 From: Peter Rijnbeek Date: Wed, 8 Mar 2017 15:59:33 +0100 Subject: [PATCH 09/81] Fixed Constraints Constraints referred to old cost tables. --- Oracle/OMOP CDM constraints - Oracle.sql | 42 ++---------------- .../OMOP CDM constraints - PostgreSQL.sql | 43 ++----------------- .../OMOP CDM constraints - SQL Server.sql | 43 ++----------------- 3 files changed, 9 insertions(+), 119 deletions(-) diff --git a/Oracle/OMOP CDM constraints - Oracle.sql b/Oracle/OMOP CDM constraints - Oracle.sql index 024ae3c..d4eeea9 100644 --- a/Oracle/OMOP CDM constraints - Oracle.sql +++ b/Oracle/OMOP CDM constraints - Oracle.sql @@ -154,13 +154,7 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT xpk_payer_plan_period PRIMARY KEY ( payer_plan_period_id ) ; -ALTER TABLE visit_cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY ( visit_cost_id ) ; - -ALTER TABLE procedure_cost ADD CONSTRAINT xpk_procedure_cost PRIMARY KEY ( procedure_cost_id ) ; - -ALTER TABLE drug_cost ADD CONSTRAINT xpk_drug_cost PRIMARY KEY ( drug_cost_id ) ; - -ALTER TABLE device_cost ADD CONSTRAINT xpk_device_cost PRIMARY KEY ( device_cost_id ) ; +ALTER TABLE cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY ( cost_id ) ; @@ -474,39 +468,9 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT fpk_payer_plan_period FOREIGN KEY (person_id) REFERENCES person (person_id); +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_id FOREIGN KEY (visit_occurrence_id) REFERENCES visit_occurrence (visit_occurrence_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_id FOREIGN KEY (procedure_occurrence_id) REFERENCES procedure_occurrence (procedure_occurrence_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_revenue FOREIGN KEY (revenue_code_concept_id) REFERENCES concept (concept_id); - - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_id FOREIGN KEY (drug_exposure_id) REFERENCES drug_exposure (drug_exposure_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_id FOREIGN KEY (device_exposure_id) REFERENCES device_exposure (device_exposure_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - - - +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); /************************ diff --git a/PostgreSQL/OMOP CDM constraints - PostgreSQL.sql b/PostgreSQL/OMOP CDM constraints - PostgreSQL.sql index af459a5..7fcc090 100644 --- a/PostgreSQL/OMOP CDM constraints - PostgreSQL.sql +++ b/PostgreSQL/OMOP CDM constraints - PostgreSQL.sql @@ -155,14 +155,7 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT xpk_payer_plan_period PRIMARY KEY ( payer_plan_period_id ) ; -ALTER TABLE visit_cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY ( visit_cost_id ) ; - -ALTER TABLE procedure_cost ADD CONSTRAINT xpk_procedure_cost PRIMARY KEY ( procedure_cost_id ) ; - -ALTER TABLE drug_cost ADD CONSTRAINT xpk_drug_cost PRIMARY KEY ( drug_cost_id ) ; - -ALTER TABLE device_cost ADD CONSTRAINT xpk_device_cost PRIMARY KEY ( device_cost_id ) ; - +ALTER TABLE cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY ( cost_id ) ; /************************ @@ -475,39 +468,9 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT fpk_payer_plan_period FOREIGN KEY (person_id) REFERENCES person (person_id); +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_id FOREIGN KEY (visit_occurrence_id) REFERENCES visit_occurrence (visit_occurrence_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_id FOREIGN KEY (procedure_occurrence_id) REFERENCES procedure_occurrence (procedure_occurrence_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_revenue FOREIGN KEY (revenue_code_concept_id) REFERENCES concept (concept_id); - - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_id FOREIGN KEY (drug_exposure_id) REFERENCES drug_exposure (drug_exposure_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_id FOREIGN KEY (device_exposure_id) REFERENCES device_exposure (device_exposure_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - - - +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); /************************ diff --git a/Sql Server/OMOP CDM constraints - SQL Server.sql b/Sql Server/OMOP CDM constraints - SQL Server.sql index 623b3fe..ba71a9a 100644 --- a/Sql Server/OMOP CDM constraints - SQL Server.sql +++ b/Sql Server/OMOP CDM constraints - SQL Server.sql @@ -155,14 +155,7 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT xpk_payer_plan_period PRIMARY KEY NONCLUSTERED ( payer_plan_period_id ) ; -ALTER TABLE visit_cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY NONCLUSTERED ( visit_cost_id ) ; - -ALTER TABLE procedure_cost ADD CONSTRAINT xpk_procedure_cost PRIMARY KEY NONCLUSTERED ( procedure_cost_id ) ; - -ALTER TABLE drug_cost ADD CONSTRAINT xpk_drug_cost PRIMARY KEY NONCLUSTERED ( drug_cost_id ) ; - -ALTER TABLE device_cost ADD CONSTRAINT xpk_device_cost PRIMARY KEY NONCLUSTERED ( device_cost_id ) ; - +ALTER TABLE cost ADD CONSTRAINT xpk_visit_cost PRIMARY KEY NONCLUSTERED ( cost_id ) ; /************************ @@ -475,39 +468,9 @@ Standardized health economics ALTER TABLE payer_plan_period ADD CONSTRAINT fpk_payer_plan_period FOREIGN KEY (person_id) REFERENCES person (person_id); +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_id FOREIGN KEY (visit_occurrence_id) REFERENCES visit_occurrence (visit_occurrence_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE visit_cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_id FOREIGN KEY (procedure_occurrence_id) REFERENCES procedure_occurrence (procedure_occurrence_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - -ALTER TABLE procedure_cost ADD CONSTRAINT fpk_procedure_cost_revenue FOREIGN KEY (revenue_code_concept_id) REFERENCES concept (concept_id); - - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_id FOREIGN KEY (drug_exposure_id) REFERENCES drug_exposure (drug_exposure_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE drug_cost ADD CONSTRAINT fpk_drug_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_id FOREIGN KEY (device_exposure_id) REFERENCES device_exposure (device_exposure_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_currency FOREIGN KEY (currency_concept_id) REFERENCES concept (concept_id); - -ALTER TABLE device_cost ADD CONSTRAINT fpk_device_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); - - - - +ALTER TABLE cost ADD CONSTRAINT fpk_visit_cost_period FOREIGN KEY (payer_plan_period_id) REFERENCES payer_plan_period (payer_plan_period_id); /************************ From 7d2c9f30818e9d66af7c7da4878d524eca93fbb9 Mon Sep 17 00:00:00 2001 From: Tom White Date: Fri, 16 Dec 2016 12:46:46 +0000 Subject: [PATCH 10/81] Add a step to transform data into Parquet, and use TIMESTAMP type for dates. --- Impala/OMOP_Parquet.sql | 461 ++++++++++++++++++++++++++++++++++++++++ Impala/README.md | 13 +- 2 files changed, 471 insertions(+), 3 deletions(-) create mode 100644 Impala/OMOP_Parquet.sql diff --git a/Impala/OMOP_Parquet.sql b/Impala/OMOP_Parquet.sql new file mode 100644 index 0000000..bb2b65a --- /dev/null +++ b/Impala/OMOP_Parquet.sql @@ -0,0 +1,461 @@ +-- Use the search/replace regex in an editor to fix DATE columns: +-- ([^ ]+) VARCHAR\(8\), \-\- DATE +-- TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST($1 AS STRING), 1, 4), SUBSTR(CAST($1 AS STRING), 5, 2), SUBSTR(CAST($1 AS STRING), 7, 2)), 'UTC') AS $1, + +CREATE TABLE omop_cdm_parquet.concept +STORED AS PARQUET +AS +SELECT + concept_id, + concept_name, + domain_id, + vocabulary_id, + concept_class_id, + standard_concept, + concept_code, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.concept; + +CREATE TABLE omop_cdm_parquet.vocabulary +STORED AS PARQUET +AS +SELECT * from omop_cdm.vocabulary; + +CREATE TABLE omop_cdm_parquet.domain +STORED AS PARQUET +AS +SELECT * from omop_cdm.domain; + +CREATE TABLE omop_cdm_parquet.concept_class +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_class; + +CREATE TABLE omop_cdm_parquet.concept_relationship +STORED AS PARQUET +AS +SELECT + concept_id_1, + concept_id_2, + relationship_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.concept_relationship; + +CREATE TABLE omop_cdm_parquet.relationship +STORED AS PARQUET +AS +SELECT * from omop_cdm.relationship; + +CREATE TABLE omop_cdm_parquet.concept_synonym +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_synonym; + +CREATE TABLE omop_cdm_parquet.concept_ancestor +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_ancestor; + +CREATE TABLE omop_cdm_parquet.source_to_concept_map +STORED AS PARQUET +AS +SELECT + source_code, + source_concept_id, + source_vocabulary_id, + source_code_description, + target_concept_id, + target_vocabulary_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.source_to_concept_map; + +CREATE TABLE omop_cdm_parquet.drug_strength +STORED AS PARQUET +AS +SELECT + drug_concept_id, + ingredient_concept_id, + amount_value, -- NUMERIC + amount_unit_concept_id, + numerator_value, -- NUMERIC + numerator_unit_concept_id, + denominator_value, -- NUMERIC + denominator_unit_concept_id, + box_size, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.drug_strength; + +CREATE TABLE omop_cdm_parquet.cohort_definition +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + cohort_definition_name, + cohort_definition_description, -- TEXT + definition_type_concept_id, + cohort_definition_syntax, -- TEXT + subject_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_initiation_date AS STRING), 1, 4), SUBSTR(CAST(cohort_initiation_date AS STRING), 5, 2), SUBSTR(CAST(cohort_initiation_date AS STRING), 7, 2)), 'UTC') AS cohort_initiation_date +FROM omop_cdm.cohort_definition; + +CREATE TABLE omop_cdm_parquet.attribute_definition +STORED AS PARQUET +AS +SELECT * from omop_cdm.attribute_definition; + +CREATE TABLE omop_cdm_parquet.cdm_source +STORED AS PARQUET +AS +SELECT + cdm_source_name, + cdm_source_abbreviation, + cdm_holder, + source_description, -- TEXT + source_documentation_reference, + cdm_etl_reference, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(source_release_date AS STRING), 1, 4), SUBSTR(CAST(source_release_date AS STRING), 5, 2), SUBSTR(CAST(source_release_date AS STRING), 7, 2)), 'UTC') AS source_release_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cdm_release_date AS STRING), 1, 4), SUBSTR(CAST(cdm_release_date AS STRING), 5, 2), SUBSTR(CAST(cdm_release_date AS STRING), 7, 2)), 'UTC') AS cdm_release_date, + cdm_version, + vocabulary_version +FROM omop_cdm.cdm_source; + +CREATE TABLE omop_cdm_parquet.person +STORED AS PARQUET +AS +SELECT * from omop_cdm.person; + +CREATE TABLE omop_cdm_parquet.observation_period +STORED AS PARQUET +AS +SELECT + observation_period_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_start_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_start_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_start_date AS STRING), 7, 2)), 'UTC') AS observation_period_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_end_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_end_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_end_date AS STRING), 7, 2)), 'UTC') AS observation_period_end_date, + period_type_concept_id +FROM omop_cdm.observation_period; + +CREATE TABLE omop_cdm_parquet.specimen +STORED AS PARQUET +AS +SELECT + specimen_id, + person_id, + specimen_concept_id, + specimen_type_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(specimen_date AS STRING), 1, 4), SUBSTR(CAST(specimen_date AS STRING), 5, 2), SUBSTR(CAST(specimen_date AS STRING), 7, 2)), 'UTC') AS specimen_date, + specimen_time, + quantity, -- NUMERIC + unit_concept_id, + anatomic_site_concept_id, + disease_status_concept_id, + specimen_source_id, + specimen_source_value, + unit_source_value, + anatomic_site_source_value, + disease_status_source_value +FROM omop_cdm.specimen; + +CREATE TABLE omop_cdm_parquet.death +STORED AS PARQUET +AS +SELECT + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(death_date AS STRING), 1, 4), SUBSTR(CAST(death_date AS STRING), 5, 2), SUBSTR(CAST(death_date AS STRING), 7, 2)), 'UTC') AS death_date, + death_type_concept_id, + cause_concept_id, + cause_source_value, + cause_source_concept_id +FROM omop_cdm.death; + +CREATE TABLE omop_cdm_parquet.visit_occurrence +STORED AS PARQUET +AS +SELECT + visit_occurrence_id, + person_id, + visit_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_start_date AS STRING), 1, 4), SUBSTR(CAST(visit_start_date AS STRING), 5, 2), SUBSTR(CAST(visit_start_date AS STRING), 7, 2)), 'UTC') AS visit_start_date, + visit_start_time, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_end_date AS STRING), 1, 4), SUBSTR(CAST(visit_end_date AS STRING), 5, 2), SUBSTR(CAST(visit_end_date AS STRING), 7, 2)), 'UTC') AS visit_end_date, + visit_end_time, + visit_type_concept_id, + provider_id, + care_site_id, + visit_source_value, + visit_source_concept_id +FROM omop_cdm.visit_occurrence; + +CREATE TABLE omop_cdm_parquet.procedure_occurrence +STORED AS PARQUET +AS +SELECT + procedure_occurrence_id, + person_id, + procedure_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(procedure_date AS STRING), 1, 4), SUBSTR(CAST(procedure_date AS STRING), 5, 2), SUBSTR(CAST(procedure_date AS STRING), 7, 2)), 'UTC') AS procedure_date, + procedure_type_concept_id, + modifier_concept_id, + quantity, + provider_id, + visit_occurrence_id, + procedure_source_value, + procedure_source_concept_id, + qualifier_source_value +FROM omop_cdm.procedure_occurrence; + +CREATE TABLE omop_cdm_parquet.drug_exposure +STORED AS PARQUET +AS +SELECT + drug_exposure_id, + person_id, + drug_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_start_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_end_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_end_date, + drug_type_concept_id, + stop_reason, + refills, + quantity, -- NUMERIC + days_supply, + sig, -- TEXT + route_concept_id, + effective_drug_dose, -- NUMERIC + dose_unit_concept_id, + lot_number, + provider_id, + visit_occurrence_id, + drug_source_value, + drug_source_concept_id, + route_source_value, + dose_unit_source_value +FROM omop_cdm.drug_exposure; + +CREATE TABLE omop_cdm_parquet.device_exposure +STORED AS PARQUET +AS +SELECT + device_exposure_id, + person_id, + device_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_start_date AS STRING), 7, 2)), 'UTC') AS device_exposure_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_end_date AS STRING), 7, 2)), 'UTC') AS device_exposure_end_date, + device_type_concept_id, + unique_device_id, + quantity, + provider_id, + visit_occurrence_id, + device_source_value, + device_source_concept_id +FROM omop_cdm.device_exposure; + +CREATE TABLE omop_cdm_parquet.condition_occurrence +STORED AS PARQUET +AS +SELECT + condition_occurrence_id, + person_id, + condition_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_start_date AS STRING), 1, 4), SUBSTR(CAST(condition_start_date AS STRING), 5, 2), SUBSTR(CAST(condition_start_date AS STRING), 7, 2)), 'UTC') AS condition_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_end_date AS STRING), 1, 4), SUBSTR(CAST(condition_end_date AS STRING), 5, 2), SUBSTR(CAST(condition_end_date AS STRING), 7, 2)), 'UTC') AS condition_end_date, + condition_type_concept_id, + stop_reason, + provider_id, + visit_occurrence_id, + condition_source_value, + condition_source_concept_id +FROM omop_cdm.condition_occurrence; + +CREATE TABLE omop_cdm_parquet.measurement +STORED AS PARQUET +AS +SELECT + measurement_id, + person_id, + measurement_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(measurement_date AS STRING), 1, 4), SUBSTR(CAST(measurement_date AS STRING), 5, 2), SUBSTR(CAST(measurement_date AS STRING), 7, 2)), 'UTC') AS measurement_date, + measurement_time, + measurement_type_concept_id, + operator_concept_id, + value_as_number, -- NUMERIC + value_as_concept_id, + unit_concept_id, + range_low, -- NUMERIC + range_high, -- NUMERIC + provider_id, + visit_occurrence_id, + measurement_source_value, + measurement_source_concept_id, + unit_source_value, + value_source_value +FROM omop_cdm.measurement; + +CREATE TABLE omop_cdm_parquet.note +STORED AS PARQUET +AS +SELECT + note_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(note_date AS STRING), 1, 4), SUBSTR(CAST(note_date AS STRING), 5, 2), SUBSTR(CAST(note_date AS STRING), 7, 2)), 'UTC') AS note_date, + note_time, + note_type_concept_id, + note_text, -- TEXT + provider_id, + visit_occurrence_id, + note_source_value +FROM omop_cdm.note; + +CREATE TABLE omop_cdm_parquet.observation +STORED AS PARQUET +AS +SELECT + observation_id, + person_id, + observation_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_date AS STRING), 1, 4), SUBSTR(CAST(observation_date AS STRING), 5, 2), SUBSTR(CAST(observation_date AS STRING), 7, 2)), 'UTC') AS observation_date, + observation_time, + observation_type_concept_id, + value_as_number, -- NUMERIC + value_as_string, + value_as_concept_id, + qualifier_concept_id, + unit_concept_id, + provider_id, + visit_occurrence_id, + observation_source_value, + observation_source_concept_id , + unit_source_value, + qualifier_source_value +FROM omop_cdm.observation; + +CREATE TABLE omop_cdm_parquet.fact_relationship +STORED AS PARQUET +AS +SELECT * from omop_cdm.fact_relationship; + +CREATE TABLE omop_cdm_parquet.`location` +STORED AS PARQUET +AS +SELECT * from omop_cdm.`location`; + +CREATE TABLE omop_cdm_parquet.care_site +STORED AS PARQUET +AS +SELECT * from omop_cdm.care_site; + +CREATE TABLE omop_cdm_parquet.provider +STORED AS PARQUET +AS +SELECT * from omop_cdm.provider; + +CREATE TABLE omop_cdm_parquet.payer_plan_period +STORED AS PARQUET +AS +SELECT + payer_plan_period_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(payer_plan_period_start_date AS STRING), 1, 4), SUBSTR(CAST(payer_plan_period_start_date AS STRING), 5, 2), SUBSTR(CAST(payer_plan_period_start_date AS STRING), 7, 2)), 'UTC') AS payer_plan_period_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(payer_plan_period_end_date AS STRING), 1, 4), SUBSTR(CAST(payer_plan_period_end_date AS STRING), 5, 2), SUBSTR(CAST(payer_plan_period_end_date AS STRING), 7, 2)), 'UTC') AS payer_plan_period_end_date, + payer_source_value, + plan_source_value, + family_source_value +FROM omop_cdm.payer_plan_period; + + +/* The individual cost tables are being phased out and will disappear soon + +CREATE TABLE omop_cdm_parquet.visit_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.visit_cost; + +CREATE TABLE omop_cdm_parquet.procedure_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.procedure_cost; + +CREATE TABLE omop_cdm_parquet.drug_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.drug_cost; + +CREATE TABLE omop_cdm_parquet.device_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.device_cost; +*/ + +CREATE TABLE omop_cdm_parquet.cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.cost; + +CREATE TABLE omop_cdm_parquet.cohort +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + subject_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_start_date AS STRING), 1, 4), SUBSTR(CAST(cohort_start_date AS STRING), 5, 2), SUBSTR(CAST(cohort_start_date AS STRING), 7, 2)), 'UTC') AS cohort_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_end_date AS STRING), 1, 4), SUBSTR(CAST(cohort_end_date AS STRING), 5, 2), SUBSTR(CAST(cohort_end_date AS STRING), 7, 2)), 'UTC') AS cohort_end_date +FROM omop_cdm.cohort; + +CREATE TABLE omop_cdm_parquet.cohort_attribute +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_start_date AS STRING), 1, 4), SUBSTR(CAST(cohort_start_date AS STRING), 5, 2), SUBSTR(CAST(cohort_start_date AS STRING), 7, 2)), 'UTC') AS cohort_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_end_date AS STRING), 1, 4), SUBSTR(CAST(cohort_end_date AS STRING), 5, 2), SUBSTR(CAST(cohort_end_date AS STRING), 7, 2)), 'UTC') AS cohort_end_date, + subject_id, + attribute_definition_id, + value_as_number, -- NUMERIC + value_as_concept_id +FROM omop_cdm.cohort_attribute; + +CREATE TABLE omop_cdm_parquet.drug_era +STORED AS PARQUET +AS +SELECT + drug_era_id, + person_id, + drug_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_era_start_date AS STRING), 1, 4), SUBSTR(CAST(drug_era_start_date AS STRING), 5, 2), SUBSTR(CAST(drug_era_start_date AS STRING), 7, 2)), 'UTC') AS drug_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_era_end_date AS STRING), 1, 4), SUBSTR(CAST(drug_era_end_date AS STRING), 5, 2), SUBSTR(CAST(drug_era_end_date AS STRING), 7, 2)), 'UTC') AS drug_era_end_date, + drug_exposure_count, + gap_days +FROM omop_cdm.drug_era; + +CREATE TABLE omop_cdm_parquet.dose_era +STORED AS PARQUET +AS +SELECT + dose_era_id, + person_id, + drug_concept_id, + unit_concept_id, + dose_value, -- NUMERIC + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(dose_era_start_date AS STRING), 1, 4), SUBSTR(CAST(dose_era_start_date AS STRING), 5, 2), SUBSTR(CAST(dose_era_start_date AS STRING), 7, 2)), 'UTC') AS dose_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(dose_era_end_date AS STRING), 1, 4), SUBSTR(CAST(dose_era_end_date AS STRING), 5, 2), SUBSTR(CAST(dose_era_end_date AS STRING), 7, 2)), 'UTC') AS dose_era_end_date +FROM omop_cdm.dose_era; + +CREATE TABLE omop_cdm_parquet.condition_era +STORED AS PARQUET +AS +SELECT + condition_era_id, + person_id, + condition_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_era_start_date AS STRING), 1, 4), SUBSTR(CAST(condition_era_start_date AS STRING), 5, 2), SUBSTR(CAST(condition_era_start_date AS STRING), 7, 2)), 'UTC') AS condition_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_era_end_date AS STRING), 1, 4), SUBSTR(CAST(condition_era_end_date AS STRING), 5, 2), SUBSTR(CAST(condition_era_end_date AS STRING), 7, 2)), 'UTC') AS condition_era_end_date, + condition_occurrence_count +FROM omop_cdm.condition_era; + diff --git a/Impala/README.md b/Impala/README.md index 2d0fb5e..6a1c713 100644 --- a/Impala/README.md +++ b/Impala/README.md @@ -43,9 +43,16 @@ hadoop fs -chmod +w synpuf impala-shell -d omop_cdm -f DataImport/OMOP_CDM_synpuf_load_Impala.sql --var=OMOP_SYNPUF_PATH=/user/$USER/synpuf ``` -4. Run simple queries to sanity check. +4. Convert to Parquet format. ```bash -impala-shell -d omop_cdm -q 'SELECT COUNT(1) FROM concept' -impala-shell -d omop_cdm -q 'SELECT COUNT(1) FROM person' +impala-shell -q 'CREATE DATABASE omop_cdm_parquet' +impala-shell -f OMOP_Parquet.sql +``` + +5. Run simple queries to sanity check. + +```bash +impala-shell -d omop_cdm_parquet -q 'SELECT COUNT(1) FROM concept' +impala-shell -d omop_cdm_parquet -q 'SELECT COUNT(1) FROM person' ``` \ No newline at end of file From 5f276b46fed05765e0618ec7a86e4906bfc00bb0 Mon Sep 17 00:00:00 2001 From: Tom White Date: Thu, 20 Apr 2017 11:05:21 +0100 Subject: [PATCH 11/81] Impala v5.1 --- Impala/OMOP_Parquet_v5.1.sql | 490 +++++++++++++++++++++++++++++++++++ 1 file changed, 490 insertions(+) create mode 100644 Impala/OMOP_Parquet_v5.1.sql diff --git a/Impala/OMOP_Parquet_v5.1.sql b/Impala/OMOP_Parquet_v5.1.sql new file mode 100644 index 0000000..ed89658 --- /dev/null +++ b/Impala/OMOP_Parquet_v5.1.sql @@ -0,0 +1,490 @@ +-- Use the search/replace regex in an editor to fix DATE columns: +-- ([^ ]+) VARCHAR\(8\), \-\- DATE +-- TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST($1 AS STRING), 1, 4), SUBSTR(CAST($1 AS STRING), 5, 2), SUBSTR(CAST($1 AS STRING), 7, 2)), 'UTC') AS $1, + +CREATE TABLE omop_cdm_parquet.concept +STORED AS PARQUET +AS +SELECT + concept_id, + concept_name, + domain_id, + vocabulary_id, + concept_class_id, + standard_concept, + concept_code, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.concept; + +CREATE TABLE omop_cdm_parquet.vocabulary +STORED AS PARQUET +AS +SELECT * from omop_cdm.vocabulary; + +CREATE TABLE omop_cdm_parquet.domain +STORED AS PARQUET +AS +SELECT * from omop_cdm.domain; + +CREATE TABLE omop_cdm_parquet.concept_class +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_class; + +CREATE TABLE omop_cdm_parquet.concept_relationship +STORED AS PARQUET +AS +SELECT + concept_id_1, + concept_id_2, + relationship_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.concept_relationship; + +CREATE TABLE omop_cdm_parquet.relationship +STORED AS PARQUET +AS +SELECT * from omop_cdm.relationship; + +CREATE TABLE omop_cdm_parquet.concept_synonym +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_synonym; + +CREATE TABLE omop_cdm_parquet.concept_ancestor +STORED AS PARQUET +AS +SELECT * from omop_cdm.concept_ancestor; + +CREATE TABLE omop_cdm_parquet.source_to_concept_map +STORED AS PARQUET +AS +SELECT + source_code, + source_concept_id, + source_vocabulary_id, + source_code_description, + target_concept_id, + target_vocabulary_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.source_to_concept_map; + +CREATE TABLE omop_cdm_parquet.drug_strength +STORED AS PARQUET +AS +SELECT + drug_concept_id, + ingredient_concept_id, + amount_value, -- NUMERIC + amount_unit_concept_id, + numerator_value, -- NUMERIC + numerator_unit_concept_id, + denominator_value, -- NUMERIC + denominator_unit_concept_id, + box_size, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_start_date AS STRING), 1, 4), SUBSTR(CAST(valid_start_date AS STRING), 5, 2), SUBSTR(CAST(valid_start_date AS STRING), 7, 2)), 'UTC') AS valid_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(valid_end_date AS STRING), 1, 4), SUBSTR(CAST(valid_end_date AS STRING), 5, 2), SUBSTR(CAST(valid_end_date AS STRING), 7, 2)), 'UTC') AS valid_end_date, + invalid_reason +FROM omop_cdm.drug_strength; + +CREATE TABLE omop_cdm_parquet.cohort_definition +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + cohort_definition_name, + cohort_definition_description, -- TEXT + definition_type_concept_id, + cohort_definition_syntax, -- TEXT + subject_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_initiation_date AS STRING), 1, 4), SUBSTR(CAST(cohort_initiation_date AS STRING), 5, 2), SUBSTR(CAST(cohort_initiation_date AS STRING), 7, 2)), 'UTC') AS cohort_initiation_date +FROM omop_cdm.cohort_definition; + +CREATE TABLE omop_cdm_parquet.attribute_definition +STORED AS PARQUET +AS +SELECT * from omop_cdm.attribute_definition; + +CREATE TABLE omop_cdm_parquet.cdm_source +STORED AS PARQUET +AS +SELECT + cdm_source_name, + cdm_source_abbreviation, + cdm_holder, + source_description, -- TEXT + source_documentation_reference, + cdm_etl_reference, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(source_release_date AS STRING), 1, 4), SUBSTR(CAST(source_release_date AS STRING), 5, 2), SUBSTR(CAST(source_release_date AS STRING), 7, 2)), 'UTC') AS source_release_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cdm_release_date AS STRING), 1, 4), SUBSTR(CAST(cdm_release_date AS STRING), 5, 2), SUBSTR(CAST(cdm_release_date AS STRING), 7, 2)), 'UTC') AS cdm_release_date, + cdm_version, + vocabulary_version +FROM omop_cdm.cdm_source; + +CREATE TABLE omop_cdm_parquet.person +STORED AS PARQUET +AS +SELECT + person_id, + gender_concept_id, + year_of_birth, + month_of_birth, + day_of_birth, + TO_UTC_TIMESTAMP(CONCAT_WS('-', CAST(year_of_birth AS STRING), SUBSTR(CONCAT('0', CAST(month_of_birth AS STRING)), -2), SUBSTR(CONCAT('0', CAST(day_of_birth AS STRING)), -2)), 'UTC') AS birth_datetime, + race_concept_id, + ethnicity_concept_id, + location_id, + provider_id, + care_site_id, + person_source_value, + gender_source_value, + gender_source_concept_id, + race_source_value, + race_source_concept_id, + ethnicity_source_value, + ethnicity_source_concept_id +FROM omop_cdm.person; + +CREATE TABLE omop_cdm_parquet.observation_period +STORED AS PARQUET +AS +SELECT + observation_period_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_start_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_start_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_start_date AS STRING), 7, 2)), 'UTC') AS observation_period_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_start_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_start_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_start_date AS STRING), 7, 2)), 'UTC') AS observation_period_start_datetime, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_end_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_end_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_end_date AS STRING), 7, 2)), 'UTC') AS observation_period_end_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_period_end_date AS STRING), 1, 4), SUBSTR(CAST(observation_period_end_date AS STRING), 5, 2), SUBSTR(CAST(observation_period_end_date AS STRING), 7, 2)), 'UTC') AS observation_period_end_datetime, + period_type_concept_id +FROM omop_cdm.observation_period; + +CREATE TABLE omop_cdm_parquet.specimen +STORED AS PARQUET +AS +SELECT + specimen_id, + person_id, + specimen_concept_id, + specimen_type_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(specimen_date AS STRING), 1, 4), SUBSTR(CAST(specimen_date AS STRING), 5, 2), SUBSTR(CAST(specimen_date AS STRING), 7, 2)), 'UTC') AS specimen_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(specimen_date AS STRING), 1, 4), SUBSTR(CAST(specimen_date AS STRING), 5, 2), SUBSTR(CAST(specimen_date AS STRING), 7, 2)), 'UTC') AS specimen_datetime, + quantity, -- NUMERIC + unit_concept_id, + anatomic_site_concept_id, + disease_status_concept_id, + specimen_source_id, + specimen_source_value, + unit_source_value, + anatomic_site_source_value, + disease_status_source_value +FROM omop_cdm.specimen; + +CREATE TABLE omop_cdm_parquet.death +STORED AS PARQUET +AS +SELECT + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(death_date AS STRING), 1, 4), SUBSTR(CAST(death_date AS STRING), 5, 2), SUBSTR(CAST(death_date AS STRING), 7, 2)), 'UTC') AS death_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(death_date AS STRING), 1, 4), SUBSTR(CAST(death_date AS STRING), 5, 2), SUBSTR(CAST(death_date AS STRING), 7, 2)), 'UTC') AS death_datetime, + death_type_concept_id, + cause_concept_id, + cause_source_value, + cause_source_concept_id +FROM omop_cdm.death; + +CREATE TABLE omop_cdm_parquet.visit_occurrence +STORED AS PARQUET +AS +SELECT + visit_occurrence_id, + person_id, + visit_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_start_date AS STRING), 1, 4), SUBSTR(CAST(visit_start_date AS STRING), 5, 2), SUBSTR(CAST(visit_start_date AS STRING), 7, 2)), 'UTC') AS visit_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_start_date AS STRING), 1, 4), SUBSTR(CAST(visit_start_date AS STRING), 5, 2), SUBSTR(CAST(visit_start_date AS STRING), 7, 2)), 'UTC') AS visit_start_datetime, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_end_date AS STRING), 1, 4), SUBSTR(CAST(visit_end_date AS STRING), 5, 2), SUBSTR(CAST(visit_end_date AS STRING), 7, 2)), 'UTC') AS visit_end_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(visit_end_date AS STRING), 1, 4), SUBSTR(CAST(visit_end_date AS STRING), 5, 2), SUBSTR(CAST(visit_end_date AS STRING), 7, 2)), 'UTC') AS visit_end_datetime, + visit_type_concept_id, + provider_id, + care_site_id, + visit_source_value, + visit_source_concept_id +FROM omop_cdm.visit_occurrence; + +CREATE TABLE omop_cdm_parquet.procedure_occurrence +STORED AS PARQUET +AS +SELECT + procedure_occurrence_id, + person_id, + procedure_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(procedure_date AS STRING), 1, 4), SUBSTR(CAST(procedure_date AS STRING), 5, 2), SUBSTR(CAST(procedure_date AS STRING), 7, 2)), 'UTC') AS procedure_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(procedure_date AS STRING), 1, 4), SUBSTR(CAST(procedure_date AS STRING), 5, 2), SUBSTR(CAST(procedure_date AS STRING), 7, 2)), 'UTC') AS procedure_datetime, + procedure_type_concept_id, + modifier_concept_id, + quantity, + provider_id, + visit_occurrence_id, + procedure_source_value, + procedure_source_concept_id, + qualifier_source_value +FROM omop_cdm.procedure_occurrence; + +CREATE TABLE omop_cdm_parquet.drug_exposure +STORED AS PARQUET +AS +SELECT + drug_exposure_id, + person_id, + drug_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_start_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_start_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_start_datetime, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_end_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_end_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(drug_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(drug_exposure_end_date AS STRING), 7, 2)), 'UTC') AS drug_exposure_end_datetime, + drug_type_concept_id, + stop_reason, + refills, + quantity, -- NUMERIC + days_supply, + sig, -- TEXT + route_concept_id, + effective_drug_dose, -- NUMERIC + dose_unit_concept_id, + lot_number, + provider_id, + visit_occurrence_id, + drug_source_value, + drug_source_concept_id, + route_source_value, + dose_unit_source_value +FROM omop_cdm.drug_exposure; + +CREATE TABLE omop_cdm_parquet.device_exposure +STORED AS PARQUET +AS +SELECT + device_exposure_id, + person_id, + device_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_start_date AS STRING), 7, 2)), 'UTC') AS device_exposure_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_start_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_start_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_start_date AS STRING), 7, 2)), 'UTC') AS device_exposure_start_datetime, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_end_date AS STRING), 7, 2)), 'UTC') AS device_exposure_end_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(device_exposure_end_date AS STRING), 1, 4), SUBSTR(CAST(device_exposure_end_date AS STRING), 5, 2), SUBSTR(CAST(device_exposure_end_date AS STRING), 7, 2)), 'UTC') AS device_exposure_end_datetime, + device_type_concept_id, + unique_device_id, + quantity, + provider_id, + visit_occurrence_id, + device_source_value, + device_source_concept_id +FROM omop_cdm.device_exposure; + +CREATE TABLE omop_cdm_parquet.condition_occurrence +STORED AS PARQUET +AS +SELECT + condition_occurrence_id, + person_id, + condition_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_start_date AS STRING), 1, 4), SUBSTR(CAST(condition_start_date AS STRING), 5, 2), SUBSTR(CAST(condition_start_date AS STRING), 7, 2)), 'UTC') AS condition_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_start_date AS STRING), 1, 4), SUBSTR(CAST(condition_start_date AS STRING), 5, 2), SUBSTR(CAST(condition_start_date AS STRING), 7, 2)), 'UTC') AS condition_start_datetime, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_end_date AS STRING), 1, 4), SUBSTR(CAST(condition_end_date AS STRING), 5, 2), SUBSTR(CAST(condition_end_date AS STRING), 7, 2)), 'UTC') AS condition_end_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_end_date AS STRING), 1, 4), SUBSTR(CAST(condition_end_date AS STRING), 5, 2), SUBSTR(CAST(condition_end_date AS STRING), 7, 2)), 'UTC') AS condition_end_datetime, + condition_type_concept_id, + stop_reason, + provider_id, + visit_occurrence_id, + condition_source_value, + condition_source_concept_id +FROM omop_cdm.condition_occurrence; + +CREATE TABLE omop_cdm_parquet.measurement +STORED AS PARQUET +AS +SELECT + measurement_id, + person_id, + measurement_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(measurement_date AS STRING), 1, 4), SUBSTR(CAST(measurement_date AS STRING), 5, 2), SUBSTR(CAST(measurement_date AS STRING), 7, 2)), 'UTC') AS measurement_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(measurement_date AS STRING), 1, 4), SUBSTR(CAST(measurement_date AS STRING), 5, 2), SUBSTR(CAST(measurement_date AS STRING), 7, 2)), 'UTC') AS measurement_datetime, + measurement_type_concept_id, + operator_concept_id, + value_as_number, -- NUMERIC + value_as_concept_id, + unit_concept_id, + range_low, -- NUMERIC + range_high, -- NUMERIC + provider_id, + visit_occurrence_id, + measurement_source_value, + measurement_source_concept_id, + unit_source_value, + value_source_value +FROM omop_cdm.measurement; + +CREATE TABLE omop_cdm_parquet.note +STORED AS PARQUET +AS +SELECT + note_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(note_date AS STRING), 1, 4), SUBSTR(CAST(note_date AS STRING), 5, 2), SUBSTR(CAST(note_date AS STRING), 7, 2)), 'UTC') AS note_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(note_date AS STRING), 1, 4), SUBSTR(CAST(note_date AS STRING), 5, 2), SUBSTR(CAST(note_date AS STRING), 7, 2)), 'UTC') AS note_datetime, + note_type_concept_id, + note_text, -- TEXT + provider_id, + visit_occurrence_id, + note_source_value +FROM omop_cdm.note; + +CREATE TABLE omop_cdm_parquet.observation +STORED AS PARQUET +AS +SELECT + observation_id, + person_id, + observation_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_date AS STRING), 1, 4), SUBSTR(CAST(observation_date AS STRING), 5, 2), SUBSTR(CAST(observation_date AS STRING), 7, 2)), 'UTC') AS observation_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(observation_date AS STRING), 1, 4), SUBSTR(CAST(observation_date AS STRING), 5, 2), SUBSTR(CAST(observation_date AS STRING), 7, 2)), 'UTC') AS observation_datetime, + observation_type_concept_id, + value_as_number, -- NUMERIC + value_as_string, + value_as_concept_id, + qualifier_concept_id, + unit_concept_id, + provider_id, + visit_occurrence_id, + observation_source_value, + observation_source_concept_id , + unit_source_value, + qualifier_source_value +FROM omop_cdm.observation; + +CREATE TABLE omop_cdm_parquet.fact_relationship +STORED AS PARQUET +AS +SELECT * from omop_cdm.fact_relationship; + +CREATE TABLE omop_cdm_parquet.`location` +STORED AS PARQUET +AS +SELECT * from omop_cdm.`location`; + +CREATE TABLE omop_cdm_parquet.care_site +STORED AS PARQUET +AS +SELECT * from omop_cdm.care_site; + +CREATE TABLE omop_cdm_parquet.provider +STORED AS PARQUET +AS +SELECT * from omop_cdm.provider; + +CREATE TABLE omop_cdm_parquet.payer_plan_period +STORED AS PARQUET +AS +SELECT + payer_plan_period_id, + person_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(payer_plan_period_start_date AS STRING), 1, 4), SUBSTR(CAST(payer_plan_period_start_date AS STRING), 5, 2), SUBSTR(CAST(payer_plan_period_start_date AS STRING), 7, 2)), 'UTC') AS payer_plan_period_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(payer_plan_period_end_date AS STRING), 1, 4), SUBSTR(CAST(payer_plan_period_end_date AS STRING), 5, 2), SUBSTR(CAST(payer_plan_period_end_date AS STRING), 7, 2)), 'UTC') AS payer_plan_period_end_date, + payer_source_value, + plan_source_value, + family_source_value +FROM omop_cdm.payer_plan_period; + + +/* The individual cost tables are being phased out and will disappear soon + +CREATE TABLE omop_cdm_parquet.visit_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.visit_cost; + +CREATE TABLE omop_cdm_parquet.procedure_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.procedure_cost; + +CREATE TABLE omop_cdm_parquet.drug_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.drug_cost; + +CREATE TABLE omop_cdm_parquet.device_cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.device_cost; +*/ + +CREATE TABLE omop_cdm_parquet.cost +STORED AS PARQUET +AS +SELECT * from omop_cdm.cost; + +CREATE TABLE omop_cdm_parquet.cohort +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + subject_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_start_date AS STRING), 1, 4), SUBSTR(CAST(cohort_start_date AS STRING), 5, 2), SUBSTR(CAST(cohort_start_date AS STRING), 7, 2)), 'UTC') AS cohort_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_end_date AS STRING), 1, 4), SUBSTR(CAST(cohort_end_date AS STRING), 5, 2), SUBSTR(CAST(cohort_end_date AS STRING), 7, 2)), 'UTC') AS cohort_end_date +FROM omop_cdm.cohort; + +CREATE TABLE omop_cdm_parquet.cohort_attribute +STORED AS PARQUET +AS +SELECT + cohort_definition_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_start_date AS STRING), 1, 4), SUBSTR(CAST(cohort_start_date AS STRING), 5, 2), SUBSTR(CAST(cohort_start_date AS STRING), 7, 2)), 'UTC') AS cohort_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(cohort_end_date AS STRING), 1, 4), SUBSTR(CAST(cohort_end_date AS STRING), 5, 2), SUBSTR(CAST(cohort_end_date AS STRING), 7, 2)), 'UTC') AS cohort_end_date, + subject_id, + attribute_definition_id, + value_as_number, -- NUMERIC + value_as_concept_id +FROM omop_cdm.cohort_attribute; + +CREATE TABLE omop_cdm_parquet.drug_era +STORED AS PARQUET +AS +SELECT + drug_era_id, + person_id, + drug_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_era_start_date AS STRING), 1, 4), SUBSTR(CAST(drug_era_start_date AS STRING), 5, 2), SUBSTR(CAST(drug_era_start_date AS STRING), 7, 2)), 'UTC') AS drug_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(drug_era_end_date AS STRING), 1, 4), SUBSTR(CAST(drug_era_end_date AS STRING), 5, 2), SUBSTR(CAST(drug_era_end_date AS STRING), 7, 2)), 'UTC') AS drug_era_end_date, + drug_exposure_count, + gap_days +FROM omop_cdm.drug_era; + +CREATE TABLE omop_cdm_parquet.dose_era +STORED AS PARQUET +AS +SELECT + dose_era_id, + person_id, + drug_concept_id, + unit_concept_id, + dose_value, -- NUMERIC + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(dose_era_start_date AS STRING), 1, 4), SUBSTR(CAST(dose_era_start_date AS STRING), 5, 2), SUBSTR(CAST(dose_era_start_date AS STRING), 7, 2)), 'UTC') AS dose_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(dose_era_end_date AS STRING), 1, 4), SUBSTR(CAST(dose_era_end_date AS STRING), 5, 2), SUBSTR(CAST(dose_era_end_date AS STRING), 7, 2)), 'UTC') AS dose_era_end_date +FROM omop_cdm.dose_era; + +CREATE TABLE omop_cdm_parquet.condition_era +STORED AS PARQUET +AS +SELECT + condition_era_id, + person_id, + condition_concept_id, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_era_start_date AS STRING), 1, 4), SUBSTR(CAST(condition_era_start_date AS STRING), 5, 2), SUBSTR(CAST(condition_era_start_date AS STRING), 7, 2)), 'UTC') AS condition_era_start_date, + TO_UTC_TIMESTAMP(CONCAT_WS('-', SUBSTR(CAST(condition_era_end_date AS STRING), 1, 4), SUBSTR(CAST(condition_era_end_date AS STRING), 5, 2), SUBSTR(CAST(condition_era_end_date AS STRING), 7, 2)), 'UTC') AS condition_era_end_date, + condition_occurrence_count +FROM omop_cdm.condition_era; + From 7bba78ac0850180a79f66d4f8137734dec69a247 Mon Sep 17 00:00:00 2001 From: Karthik Date: Sun, 4 Jun 2017 22:25:52 -0400 Subject: [PATCH 12/81] Removed references to OMOP CDM v4. Updated Readme to include changes from v5 to v5.1 --- README.md | 42 + .../OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql | 2358 ---------------- .../Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql | 2452 ----------------- .../OMOP CDMv4 to CDMv5 - PostgreSQL.sql | 2408 ---------------- .../QA-Results.xlsx | Bin 17494 -> 0 bytes Version4 To Version5 Conversion/README.md | 60 - .../OMOP CDMv4 to CDMv5 - Redshift.sql | 2408 ---------------- .../OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql | 2388 ---------------- .../OMOP CDMv4 to CDMv5 - SQL Server.sql | 2358 ---------------- Version4/Oracle/CDM V4 DDL.sql | 310 --- Version4/Oracle/README.md | 14 - .../OMOP CDM vocabulary load - Oracle.bat | 51 - Version4/Oracle/VocabImport/concept.ctl | 18 - .../Oracle/VocabImport/concept_ancestor.ctl | 13 - .../VocabImport/concept_relationship.ctl | 15 - .../Oracle/VocabImport/concept_synonym.ctl | 12 - Version4/Oracle/VocabImport/drug_strength.ctl | 19 - Version4/Oracle/VocabImport/relationship.ctl | 14 - .../VocabImport/source_to_concept_map.ctl | 19 - Version4/Oracle/VocabImport/vocabulary.ctl | 11 - Version4/PostgreSQL/CDM V4 DDL.sql | 131 - Version4/PostgreSQL/README.md | 13 - .../OMOP CDM vocabulary load - PostgreSQL.sql | 54 - Version4/SQL Server/CDM V4 DDL.sql | 117 - Version4/SQL Server/README.md | 14 - .../OMOP CDM vocabulary load - SQL Server.sql | 130 - 26 files changed, 42 insertions(+), 15387 deletions(-) delete mode 100644 Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql delete mode 100644 Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql delete mode 100644 Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql delete mode 100644 Version4 To Version5 Conversion/QA-Results.xlsx delete mode 100644 Version4 To Version5 Conversion/README.md delete mode 100644 Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql delete mode 100644 Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql delete mode 100644 Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql delete mode 100644 Version4/Oracle/CDM V4 DDL.sql delete mode 100644 Version4/Oracle/README.md delete mode 100644 Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat delete mode 100644 Version4/Oracle/VocabImport/concept.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_ancestor.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_relationship.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_synonym.ctl delete mode 100644 Version4/Oracle/VocabImport/drug_strength.ctl delete mode 100644 Version4/Oracle/VocabImport/relationship.ctl delete mode 100644 Version4/Oracle/VocabImport/source_to_concept_map.ctl delete mode 100644 Version4/Oracle/VocabImport/vocabulary.ctl delete mode 100644 Version4/PostgreSQL/CDM V4 DDL.sql delete mode 100644 Version4/PostgreSQL/README.md delete mode 100644 Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql delete mode 100644 Version4/SQL Server/CDM V4 DDL.sql delete mode 100644 Version4/SQL Server/README.md delete mode 100644 Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql diff --git a/README.md b/README.md index be50412..8b7b3af 100644 --- a/README.md +++ b/README.md @@ -2,3 +2,45 @@ Common-Data-Model ================= See full CDM specification file on our [Wiki](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:cdm:single-page) or in the [CDM V5 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/OMOP%20CDM%20v5.pdf) + +Release Notes +============= +This version is bases on this CDM working group [proposal](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:next_cdm:time). The proposed and accepted changes include adding a datetime field to every table that had a date column. These were the new columns added: + +**PERSON** +birth_datetime, not required + +**SPECIMEN** +specimen_datetime, not required + +**DEATH** +death_datetime, not required + +**VISIT_OCCURRENCE** +visit_start_datetime, not required +visit_end_datetime, not required + +**PROCEDURE_OCCURRENCE** +procedure_datetime, not required + +**DRUG_EXPOSURE** +drug_exposure_start_datetime, not required +drug_exposure_end_datetime, not required + +**DEVICE_EXPOSURE** +device_exposure_start_datetime, not required +device_exposure_end_datetime, not required + +**CONDITION_OCCURRENCE** +condition_start_datetime, not required +condition_end_datetime, not required + +**MEASUREMENT** +measurement_datetime as time, not required + +**OBSERVATION** +observation_datetime, not required + +**NOTE** +note_datetime, not required + diff --git a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql b/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql deleted file mode 100644 index 743316e..0000000 --- a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql +++ /dev/null @@ -1,2358 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - (@SOURCE_CDMV4, @SOURCE_CDMV4_SCHEMA) - 2. Set parameter name of schema that contains CDMv5 instance - (@TARGET_CDMV5, @TARGET_CDMV5_SCHEMA) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ -{DEFAULT @SOURCE_CDMV4 = '[SOURCE_CDMV4]' } -- The CDMv4 database name - {DEFAULT @SOURCE_CDMV4_SCHEMA = '[SOURCE_CDMV4].[SCHEMA]' } -- The CDMv4 database plus schema - {DEFAULT @TARGET_CDMV5 = '[TARGET_CDMV5]' } -- The target CDMv5 database name - {DEFAULT @TARGET_CDMV5_SCHEMA = '[TARGET_CDMV5].[SCHEMA]' } -- the target CDMv5 database plus schema - -USE @TARGET_CDMV5; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL - DROP TABLE #concept_map; - -/* / */ - -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id -INTO #concept_map -FROM @TARGET_CDMV5_SCHEMA.concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM @TARGET_CDMV5_SCHEMA.concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM @TARGET_CDMV5_SCHEMA.concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM @TARGET_CDMV5_SCHEMA.concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL - DROP TABLE #concept_map_distinct; - -/* / */ - -SELECT source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount -INTO #concept_map_distinct -FROM #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF OBJECT_ID('@TARGET_CDMV5_SCHEMA.ETL_WARNINGS', 'U') IS NOT NULL - DROP TABLE @TARGET_CDMV5_SCHEMA.ETL_WARNINGS; - -/* / */ - -CREATE TABLE @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '@TARGET_CDMV5' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM @TARGET_CDMV5_SCHEMA.vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM @SOURCE_CDMV4_SCHEMA.LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM @SOURCE_CDMV4_SCHEMA.CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.provider; - -/**** - - PERSON - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL - DROP TABLE #po_map; - -/* / */ - -SELECT po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id -INTO #po_map -FROM @TARGET_CDMV5_SCHEMA.procedure_occurrence po -LEFT JOIN @TARGET_CDMV5_SCHEMA.drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL - DROP TABLE #drgexp_map; - -/* / */ - -SELECT de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id -INTO #drgexp_map -FROM @TARGET_CDMV5_SCHEMA.drug_exposure de -LEFT JOIN @TARGET_CDMV5_SCHEMA.procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO @TARGET_CDMV5_SCHEMA.condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO @TARGET_CDMV5_SCHEMA.measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO @TARGET_CDMV5_SCHEMA.observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST pc - INNER JOIN @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM @SOURCE_CDMV4_SCHEMA.PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE po - INNER JOIN @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE de - INNER JOIN @SOURCE_CDMV4_SCHEMA.DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL - DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -SELECT d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID -INTO #cteDrugTarget -FROM @TARGET_CDMV5_SCHEMA.DRUG_EXPOSURE d -INNER JOIN @TARGET_CDMV5_SCHEMA.CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN @TARGET_CDMV5_SCHEMA.CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL - DROP TABLE #cteEndDates; - -/* / */ - -SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL - DROP TABLE #cteDrugExpEnds; - -/* / */ - -SELECT d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteDrugExpEnds -FROM #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL - DROP TABLE #condition_era_phase_1; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL - DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -SELECT co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE -INTO #cteConditionTarget -FROM @TARGET_CDMV5_SCHEMA.CONDITION_OCCURRENCE co; - -/* / */ - -IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL - DROP TABLE #cteCondEndDates; - -/* / */ - -SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteCondEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL - DROP TABLE #cteConditionEnds; - -/* / */ - -SELECT c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteConditionEnds -FROM #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO @TARGET_CDMV5_SCHEMA.condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL - DROP TABLE #v5_stats; - -/* / */ - -IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL - DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -SELECT * -INTO #v4_stats -FROM -( - SELECT '@SOURCE_CDMV4' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.care_site - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.condition_era - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.condition_occurrence - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.death - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_cost - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_era - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_exposure - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.location - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.observation - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.observation_period - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.payer_plan_period - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.person - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.procedure_cost - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.procedure_occurrence - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.provider - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.visit_occurrence -) v4_stats; - -/* / */ - -SELECT * -INTO #v5_stats -FROM -( - SELECT '@TARGET_CDMV5' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.care_site - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.condition_era - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.condition_occurrence - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.death - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.device_exposure - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_cost - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_era - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_exposure - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.location - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.measurement - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.observation - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.observation_period - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.payer_plan_period - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.person - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.procedure_cost - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.procedure_occurrence - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.provider - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL - DROP TABLE #classification_map; - -/* / */ - -SELECT * -INTO #classification_map -FROM -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -ORDER by A.TableName, A.domain_id; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql b/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql deleted file mode 100644 index 4825f69..0000000 --- a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql +++ /dev/null @@ -1,2452 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -ALTER SESSION SET current_schema = [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmconcept_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmconcept_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmconcept_map - AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept - WHERE 1 = 0 ; - -/* / */ - -INSERT INTO g8iauhqmconcept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN (SELECT DISTINCT c1.concept_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN (SELECT DISTINCT c1.concept_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL ; - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmconcept_map_distinct'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmconcept_map_distinct'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmconcept_map_distinct - AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - g8iauhqmconcept_map - WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id ; - -/* / */ - -INSERT INTO g8iauhqmconcept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) - FROM g8iauhqmconcept_map -GROUP BY source_concept_id - ,domain_id ; - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS'; - EXECUTE IMMEDIATE 'DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,SYSDATE - FROM [TARGET_CDMV5].[SCHEMA].vocabulary v - WHERE vocabulary_id = 'Vocabulary' ; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value - FROM [SOURCE_CDMV4].[SCHEMA].LOCATION ; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,TO_CHAR(NULL ) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value - FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE ; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,TO_CHAR(NULL ) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,TO_CHAR(NULL ) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].provider ; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,TO_CHAR(NULL ) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN g8iauhqmconcept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN g8iauhqmconcept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN g8iauhqmconcept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD ; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN g8iauhqmconcept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,TO_CHAR(NULL ) visit_start_time - ,visit_end_date - ,TO_CHAR(NULL ) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit') ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmpo_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmpo_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmpo_map - AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 - WHERE 0 = 1 ; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO g8iauhqmpo_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN g8iauhqmconcept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN g8iauhqmconcept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,(SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - FROM g8iauhqmpo_map ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmdrgexp_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmdrgexp_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmdrgexp_map - AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 - WHERE 0 = 1 ; - -/* / */ - -INSERT INTO g8iauhqmdrgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN g8iauhqmconcept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN g8iauhqmconcept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,(SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - FROM g8iauhqmdrgexp_map ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,(SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id - FROM (SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS ; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value - FROM (SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,TO_CHAR(OBSERVATION_TIME ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN g8iauhqmconcept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS ; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,TO_CHAR(observation_time ) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - WHERE observation_concept_id NOT IN (SELECT source_concept_id - FROM g8iauhqmconcept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value - FROM (SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN g8iauhqmconcept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,(SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW ; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value - FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD ; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id - FROM (SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN g8iauhqmdrgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,(SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW ; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST ; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value - FROM (SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN g8iauhqmpo_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,(SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW ; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteDrugTarget'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteDrugTarget'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TABLE g8iauhqmcteDrugTarget - AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID - WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient' ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteEndDates'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteEndDates'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteEndDates - AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - (SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM g8iauhqmcteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E - WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0 ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteDrugExpEnds'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteDrugExpEnds'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteDrugExpEnds - AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - g8iauhqmcteDrugTarget d -INNER JOIN g8iauhqmcteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE ; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days - FROM g8iauhqmcteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE ; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcondition_era_phase_1'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcondition_era_phase_1'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteConditionTarget'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteConditionTarget'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TABLE g8iauhqmcteConditionTarget - AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteCondEndDates'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteCondEndDates'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteCondEndDates - AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - (SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM g8iauhqmcteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E - WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0 ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteConditionEnds'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteConditionEnds'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteConditionEnds - AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - g8iauhqmcteConditionTarget c -INNER JOIN g8iauhqmcteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE ; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT - FROM g8iauhqmcteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE ; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmv5_stats'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmv5_stats'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmv4_stats'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmv4_stats'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TABLE g8iauhqmv4_stats - AS -SELECT - * - -FROM - -(SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence - ) v4_stats ; - -/* / */ - -CREATE TABLE g8iauhqmv5_stats - AS -SELECT - * - -FROM - -(SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence - ) v5_stats ; - -/* / */ - --- Show the results -SELECT - 'Rowcounts for each database and table', - NVL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - NVL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - NVL(v5.row_count, 0) - NVL(v4.row_count, 0) row_count_change - FROM g8iauhqmv4_stats v4 -full outer join g8iauhqmv5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName ; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmclassification_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmclassification_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmclassification_map - AS -SELECT - * - -FROM - -(SELECT 'Condition_Occurrence' TableName, NVL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN g8iauhqmconcept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, NVL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN g8iauhqmconcept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, NVL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN g8iauhqmconcept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, NVL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN g8iauhqmconcept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'procedure') - ) A -ORDER by A.TableName, A.domain_id ; - -/* / */ - -SELECT * - FROM g8iauhqmclassification_map -order by tablename, domain_id ; - -SELECT domain_id, SUM(row_count) - FROM g8iauhqmclassification_map -group by domain_id -order by domain_id ; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql b/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql deleted file mode 100644 index db54431..0000000 --- a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql +++ /dev/null @@ -1,2408 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -SET search_path TO [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -DROP TABLE IF EXISTS concept_map; - -/* / */ - -CREATE TEMP TABLE concept_map - -AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -DROP TABLE IF EXISTS concept_map_distinct; - -/* / */ - -CREATE TEMP TABLE concept_map_distinct - -AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM concept_map -GROUP BY source_concept_id - ,domain_id; - -DROP TABLE IF EXISTS [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,CURRENT_DATE -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -DROP TABLE IF EXISTS po_map; - -/* / */ - -CREATE TEMP TABLE po_map - -AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -DROP TABLE IF EXISTS drgexp_map; - -/* / */ - -CREATE TEMP TABLE drgexp_map - -AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS NUMERIC) AS ingredient_cost - ,CAST(NULL AS NUMERIC) AS dispensing_fee - ,CAST(NULL AS NUMERIC) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS NUMERIC) AS ingredient_cost - ,CAST(NULL AS NUMERIC) AS dispensing_fee - ,CAST(NULL AS NUMERIC) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TEMP TABLE cteDrugTarget - -AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -DROP TABLE IF EXISTS cteEndDates; - -/* / */ - -CREATE TEMP TABLE cteEndDates - -AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteDrugExpEnds; - -/* / */ - -CREATE TEMP TABLE cteDrugExpEnds - -AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteDrugTarget d -INNER JOIN cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS condition_era_phase_1; - -/* / */ - -DROP TABLE IF EXISTS cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TEMP TABLE cteConditionTarget - -AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -DROP TABLE IF EXISTS cteCondEndDates; - -/* / */ - -CREATE TEMP TABLE cteCondEndDates - -AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteConditionEnds; - -/* / */ - -CREATE TEMP TABLE cteConditionEnds - -AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteConditionTarget c -INNER JOIN cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -DROP TABLE IF EXISTS v5_stats; - -/* / */ - -DROP TABLE IF EXISTS v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TEMP TABLE v4_stats - -AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -CREATE TEMP TABLE v5_stats - -AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - COALESCE(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - COALESCE(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - COALESCE(v5.row_count, 0) - COALESCE(v4.row_count, 0) row_count_change -from v4_stats v4 -full outer join v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -DROP TABLE IF EXISTS classification_map; - -/* / */ - -CREATE TEMP TABLE classification_map - -AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, COALESCE(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, COALESCE(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN 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potentially to this conversion script** - -2. **Load the V5 Vocabulary**: Download the V5 vocabulary from **[Athena](http://www.ohdsi.org/web/athena/ "Athena")** and load them into the V5 database created in step 1 above. - -2. **Download the conversion script:** The **[CDM V4 to V5 Conversion](https://github.com/OHDSI/CommonDataModel/tree/master/Version4%20To%20Version5%20Conversion "CDM V4 to V5 Conversion Directory")** folder has subfolders with scripts that will work on each RDBMS. In order to make this file work in your environment, you will need to perform a global "FIND AND REPLACE" on the conversion script to fill in the file with values that pertain to your environment. The following are the tokens you should use when doing your "FIND AND REPLACE" operation: - - * [SOURCE_CDMV4] - Your V4 database name - * [SOURCE_CDMV4].[SCHEMA] - Your V4 database name + schema - * [TARGET_CDMV5] - Your V5 database name - * [TARGET_CDMV5].[SCHEMA] - Your V5 database name + schema - -3. Run the resulting script on your target RDBDMS. ** **NOTE** ** If you are running the Oracle script via Sql Developer or similar, you may need to alter the script to include the appropriate "/" symbols to mark the end of the anonymous code blocks. This has been done in the Oracle script that has been provided in this repository. -4. At the end of the conversion process, several tables will be produced that will help you to understand how your data has changed as a result of the conversion process. This is described in the Quality Assurance section below. - - -Quality Assurance -=================== - -At the end of the conversion script, there are 3 queries which will provide information on the conversion process. For reference, this section of the conversion script has a header comment: - -/**** QUALITY ASSURANCE OUTPUT ****/ - -The first query provides a means for comparing the table row counts between the V4 and V5 databases. As mentioned in the overview section above, table row counts will differ between V4 and V5 based on the way that the standard vocabulary maps the data. The next set of queries will help to tie out the row count changes in these tables. - -The second query shows the source V4 table (i.e condition\_occurrence) and how the row counts maps to the V5 domain. This table is useful to understand how the data from the V4 source was distributed into the V5 tables. As a note, 1 record in the V4 table could map to multiple records in V5 as some concepts will map to multiple standard domains. - -The third query uses the information from the second query and provides a summary for each V5 domain. This is useful for tying out the rowcounts we'd expect from the script with the actual results observed in the first query. - -We have included a spreadsheet called "QA-Results.xlsx" which provides an example of how to utilize these 3 result queries to understand the results of the conversion process. The results of the first query go into the "Rowcounts" worksheet. The results of the second and third queries go into the "Classification Map Results" worksheet. If the conversion process worked as expected, all of the "Difference" columns should equal 0 in the "Classification Map Results" worksheet. - -Getting Involved -============================================================== -Each script found in the RDBMS directory was generated from the OHDSI-SQL file: *OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql* found in the root of this directory. If you would like to contribute to this script, we'd suggest you modify this script and use **[SqlRender](https://github.com/OHDSI/SqlRender "SqlRender")** to re-generate the specific RDBMS scripts. We have also supplied a basic R script in this directory to help re-generate the scripts using SqlRender. - -Developer questions/comments/feedback: OHDSI Forum -We use the GitHub issue tracker for all bugs/issues/enhancements \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql b/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql deleted file mode 100644 index b132f2e..0000000 --- a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql +++ /dev/null @@ -1,2408 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -SET search_path TO [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -DROP TABLE IF EXISTS concept_map; - -/* / */ - -CREATE TEMP TABLE concept_map - -AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -DROP TABLE IF EXISTS concept_map_distinct; - -/* / */ - -CREATE TEMP TABLE concept_map_distinct - -AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM concept_map -GROUP BY source_concept_id - ,domain_id; - -DROP TABLE IF EXISTS [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,CURRENT_DATE -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -DROP TABLE IF EXISTS po_map; - -/* / */ - -CREATE TEMP TABLE po_map - -AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -DROP TABLE IF EXISTS drgexp_map; - -/* / */ - -CREATE TEMP TABLE drgexp_map - -AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TEMP TABLE cteDrugTarget - -AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -DROP TABLE IF EXISTS cteEndDates; - -/* / */ - -CREATE TEMP TABLE cteEndDates - -AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteDrugExpEnds; - -/* / */ - -CREATE TEMP TABLE cteDrugExpEnds - -AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteDrugTarget d -INNER JOIN cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS condition_era_phase_1; - -/* / */ - -DROP TABLE IF EXISTS cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TEMP TABLE cteConditionTarget - -AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -DROP TABLE IF EXISTS cteCondEndDates; - -/* / */ - -CREATE TEMP TABLE cteCondEndDates - -AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteConditionEnds; - -/* / */ - -CREATE TEMP TABLE cteConditionEnds - -AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteConditionTarget c -INNER JOIN cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -DROP TABLE IF EXISTS v5_stats; - -/* / */ - -DROP TABLE IF EXISTS v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TEMP TABLE v4_stats - -AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -CREATE TEMP TABLE v5_stats - -AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - COALESCE(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - COALESCE(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - COALESCE(v5.row_count, 0) - COALESCE(v4.row_count, 0) row_count_change -from v4_stats v4 -full outer join v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -DROP TABLE IF EXISTS classification_map; - -/* / */ - -CREATE TEMP TABLE classification_map - -AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, COALESCE(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, COALESCE(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'procedure') -) A -ORDER by A.TableName, A.domain_id; - -/* / */ - -select * -from classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql b/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql deleted file mode 100644 index f351b4f..0000000 --- a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql +++ /dev/null @@ -1,2388 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -USE [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL DROP TABLE #concept_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #concept_map - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL DROP TABLE #concept_map_distinct; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #concept_map_distinct - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('[TARGET_CDMV5].[SCHEMA].ETL_WARNINGS', 'U') IS NOT NULL DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)) -WITH (DISTRIBUTION = REPLICATE); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL DROP TABLE #po_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #po_map - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - po.procedure_occurrence_id - ,po. person_id, po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL DROP TABLE #drgexp_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #drgexp_map - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - de.drug_exposure_id - ,de. person_id, de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteDrugTarget - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - d.DRUG_EXPOSURE_ID - ,d. person_id, c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL DROP TABLE #cteEndDates; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteEndDates - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - person_id, INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL DROP TABLE #cteDrugExpEnds; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteDrugExpEnds - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - d. person_id, d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL DROP TABLE #condition_era_phase_1; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteConditionTarget - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - co. person_id, co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL DROP TABLE #cteCondEndDates; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteCondEndDates - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - person_id, CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL DROP TABLE #cteConditionEnds; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteConditionEnds - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - c. person_id, c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL DROP TABLE #v5_stats; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #v4_stats - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #v5_stats - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL DROP TABLE #classification_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #classification_map - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -ORDER by A.TableName, A.domain_id; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql b/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql deleted file mode 100644 index 31c4076..0000000 --- a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql +++ /dev/null @@ -1,2358 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -USE [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL - DROP TABLE #concept_map; - -/* / */ - -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id -INTO #concept_map -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL - DROP TABLE #concept_map_distinct; - -/* / */ - -SELECT source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount -INTO #concept_map_distinct -FROM #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF OBJECT_ID('[TARGET_CDMV5].[SCHEMA].ETL_WARNINGS', 'U') IS NOT NULL - DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL - DROP TABLE #po_map; - -/* / */ - -SELECT po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id -INTO #po_map -FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL - DROP TABLE #drgexp_map; - -/* / */ - -SELECT de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id -INTO #drgexp_map -FROM [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL - DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -SELECT d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID -INTO #cteDrugTarget -FROM [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL - DROP TABLE #cteEndDates; - -/* / */ - -SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL - DROP TABLE #cteDrugExpEnds; - -/* / */ - -SELECT d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteDrugExpEnds -FROM #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL - DROP TABLE #condition_era_phase_1; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL - DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -SELECT co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE -INTO #cteConditionTarget -FROM [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL - DROP TABLE #cteCondEndDates; - -/* / */ - -SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteCondEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL - DROP TABLE #cteConditionEnds; - -/* / */ - -SELECT c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteConditionEnds -FROM #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL - DROP TABLE #v5_stats; - -/* / */ - -IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL - DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -SELECT * -INTO #v4_stats -FROM -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -SELECT * -INTO #v5_stats -FROM -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL - DROP TABLE #classification_map; - -/* / */ - -SELECT * -INTO #classification_map -FROM -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -ORDER by A.TableName, A.domain_id; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4/Oracle/CDM V4 DDL.sql b/Version4/Oracle/CDM V4 DDL.sql deleted file mode 100644 index 5c4b794..0000000 --- a/Version4/Oracle/CDM V4 DDL.sql +++ /dev/null @@ -1,310 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 5.0 for Oracle database - -last revised: 1 Mar 2015 - -author: Christian Reich - - -*************************/ - -CREATE TABLE concept -( - concept_id INTEGER NOT NULL, - concept_name VARCHAR2(256 BYTE) NOT NULL, - concept_level NUMBER NOT NULL, - concept_class VARCHAR2(60 BYTE) NOT NULL, - vocabulary_id INTEGER NOT NULL, - concept_code VARCHAR2(40 BYTE) NOT NULL, - valid_start_date DATE NOT NULL, - valid_end_date DATE DEFAULT '31-Dec-2099' NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -COMMENT ON TABLE concept IS 'A list of all valid terminology concepts across domains and their attributes. Concepts are derived from existing standards.'; - -COMMENT ON COLUMN concept.concept_id IS 'A system-generated identifier to uniquely identify each concept across all concept types.'; - -COMMENT ON COLUMN concept.concept_name IS 'An unambiguous, meaningful and descriptive name for the concept.'; - -COMMENT ON COLUMN concept.concept_level IS 'The level of hierarchy associated with the concept. Different concept levels are assigned to concepts to depict their seniority in a clearly defined hierarchy, such as drugs, conditions, etc. A concept level of 0 is assigned to concepts that are not part of a standard vocabulary, but are part of the vocabulary for reference purposes (e.g. drug form).'; - -COMMENT ON COLUMN concept.concept_class IS 'The category or class of the concept along both the hierarchical tree as well as different domains within a vocabulary. Examples are ''Clinical Drug'', ''Ingredient'', ''Clinical Finding'' etc.'; - -COMMENT ON COLUMN concept.vocabulary_id IS 'A foreign key to the vocabulary table indicating from which source the concept has been adapted.'; - -COMMENT ON COLUMN concept.concept_code IS 'The concept code represents the identifier of the concept in the source data it originates from, such as SNOMED-CT concept IDs, RxNorm RXCUIs etc. Note that concept codes are not unique across vocabularies.'; - -COMMENT ON COLUMN concept.valid_start_date IS 'The date when the was first recorded.'; - -COMMENT ON COLUMN concept.valid_end_date IS 'The date when the concept became invalid because it was deleted or superseded (updated) by a new concept. The default value is 31-Dec-2099.'; - -COMMENT ON COLUMN concept.invalid_reason IS 'Concepts that are replaced with a new concept are designated "Updated" (U) and concepts that are removed without replacement are "Deprecated" (D).'; - -CREATE INDEX concept_code ON concept (concept_code, vocabulary_id); -CREATE UNIQUE INDEX XPKconcept ON concept (concept_id); - -ALTER TABLE concept ADD ( - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT XPKCONCEPT - PRIMARY KEY - (concept_id) - USING INDEX XPKCONCEPT - ENABLE VALIDATE); - ---add table RELATIONSHIP - -CREATE TABLE relationship -( - relationship_id INTEGER NOT NULL, - relationship_name VARCHAR2(256 BYTE) NOT NULL, - is_hierarchical INTEGER NOT NULL, - defines_ancestry INTEGER DEFAULT 1 NOT NULL, - reverse_relationship INTEGER -) NOLOGGING; - -COMMENT ON TABLE relationship IS 'A list of relationship between concepts. Some of these relationships are generic (e.g. "Subsumes" relationship), others are domain-specific.'; - -COMMENT ON COLUMN relationship.relationship_id IS 'The type of relationship captured by the relationship record.'; - -COMMENT ON COLUMN relationship.relationship_name IS 'The text that describes the relationship type.'; - -COMMENT ON COLUMN relationship.is_hierarchical IS 'Defines whether a relationship defines concepts into classes or hierarchies. Values are Y for hierarchical relationship or NULL if not'; - -COMMENT ON COLUMN relationship.defines_ancestry IS 'Defines whether a hierarchical relationship contributes to the concept_ancestor table. These are subsets of the hierarchical relationships. Valid values are Y or NULL.'; - -COMMENT ON COLUMN relationship.reverse_relationship IS 'relationship ID of the reverse relationship to this one. Corresponding records of reverse relationships have their concept_id_1 and concept_id_2 swapped.'; - -CREATE UNIQUE INDEX XPKRELATIONHIP_TYPE ON relationship -(relationship_id); - -ALTER TABLE relationship ADD ( - CONSTRAINT xpkrelationship_type - PRIMARY KEY - (relationship_id) - USING INDEX xpkrelationship_type - ENABLE VALIDATE); - ---add table concept_relationship - -CREATE TABLE concept_relationship -( - concept_id_1 INTEGER NOT NULL, - concept_id_2 INTEGER NOT NULL, - relationship_id INTEGER NOT NULL, - valid_start_date DATE NOT NULL, - valid_end_date DATE DEFAULT '31-Dec-2099' NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -COMMENT ON TABLE concept_relationship IS 'A list of relationship between concepts. Some of these relationships are generic (e.g. ''Subsumes'' relationship), others are domain-specific.'; - -COMMENT ON COLUMN concept_relationship.concept_id_1 IS 'A foreign key to the concept in the concept table associated with the relationship. relationships are directional, and this field represents the source concept designation.'; - -COMMENT ON COLUMN concept_relationship.concept_id_2 IS 'A foreign key to the concept in the concept table associated with the relationship. relationships are directional, and this field represents the destination concept designation.'; - -COMMENT ON COLUMN concept_relationship.relationship_id IS 'The type of relationship as defined in the relationship table.'; - -COMMENT ON COLUMN concept_relationship.valid_start_date IS 'The date when the the relationship was first recorded.'; - -COMMENT ON COLUMN concept_relationship.valid_end_date IS 'The date when the relationship became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.'; - -COMMENT ON COLUMN concept_relationship.invalid_reason IS 'Reason the relationship was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.'; - -CREATE UNIQUE INDEX xpkconcept_relationship ON concept_relationship -(concept_id_1, concept_id_2, relationship_id); - - -ALTER TABLE concept_relationship ADD ( - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CHECK (invalid_reason in ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT xpkconcept_relationship - PRIMARY KEY - (concept_id_1, concept_id_2, relationship_id) - USING INDEX xpkconcept_relationship - ENABLE VALIDATE); - - -ALTER TABLE concept_relationship ADD ( - CONSTRAINT concept_REL_CHILD_FK - FOREIGN KEY (concept_id_2) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_REL_PARENT_FK - FOREIGN KEY (concept_id_1) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_REL_REL_type_FK - FOREIGN KEY (relationship_id) - REFERENCES relationship (relationship_id) - ENABLE VALIDATE); - ---add table concept_ancestor - -CREATE TABLE concept_ancestor -( - ancestor_concept_id INTEGER NOT NULL, - descendant_concept_id INTEGER NOT NULL, - max_levels_of_separation NUMBER, - min_levels_of_separation NUMBER -) NOLOGGING; - -COMMENT ON TABLE concept_ancestor IS 'A specialized table containing only hierarchical relationship between concepts that may span several generations.'; - -COMMENT ON COLUMN concept_ancestor.ancestor_concept_id IS 'A foreign key to the concept code in the concept table for the higher-level concept that forms the ancestor in the relationship.'; - -COMMENT ON COLUMN concept_ancestor.descendant_concept_id IS 'A foreign key to the concept code in the concept table for the lower-level concept that forms the descendant in the relationship.'; - -COMMENT ON COLUMN concept_ancestor.max_levels_of_separation IS 'The maximum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an optional attribute that is used to simplify hierarchic analysis. '; - -COMMENT ON COLUMN concept_ancestor.min_levels_of_separation IS 'The minimum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an optional attribute that is used to simplify hierarchic analysis.'; - -CREATE UNIQUE INDEX xpkconcept_ancestor ON concept_ancestor -(ancestor_concept_id, descendant_concept_id); - -ALTER TABLE concept_ancestor ADD ( - CONSTRAINT xpkconcept_ancestor - PRIMARY KEY - (ancestor_concept_id, descendant_concept_id) - USING INDEX xpkconcept_ancestor - ENABLE VALIDATE); - -ALTER TABLE concept_ancestor ADD ( - CONSTRAINT concept_ancestor_FK - FOREIGN KEY (ancestor_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_descendant_FK - FOREIGN KEY (descendant_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table concept_synonym - -CREATE TABLE concept_synonym -( - concept_synonym_id INTEGER NOT NULL, - concept_id INTEGER NOT NULL, - concept_synonym_name VARCHAR2(1000 BYTE) NOT NULL -) NOLOGGING; - -COMMENT ON TABLE concept_synonym IS 'A table with synonyms for concepts that have more than one valid name or description.'; - -COMMENT ON COLUMN concept_synonym.concept_synonym_id IS 'A system-generated unique identifier for each concept synonym.'; - -COMMENT ON COLUMN concept_synonym.concept_id IS 'A foreign key to the concept in the concept table. '; - -COMMENT ON COLUMN concept_synonym.concept_synonym_name IS 'The alternative name for the concept.'; - -CREATE UNIQUE INDEX xpkconcept_synonym ON concept_synonym -(concept_synonym_id); - -ALTER TABLE concept_synonym ADD ( - CONSTRAINT xpkconcept_synonym - PRIMARY KEY - (concept_synonym_id) - USING INDEX xpkconcept_synonym - ENABLE VALIDATE); - -ALTER TABLE concept_synonym ADD ( - CONSTRAINT concept_synonym_concept_FK - FOREIGN KEY (concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table source_to_concept_map - -CREATE TABLE source_to_concept_map -( - source_code VARCHAR2(40 BYTE) NOT NULL, - source_vocabulary_id INTEGER NOT NULL, - source_code_description VARCHAR2(256 BYTE), - target_concept_id INTEGER NOT NULL, - target_vocabulary_id INTEGER NOT NULL, - mapping_type VARCHAR2(256 BYTE), - primary_map CHAR(1 BYTE), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -CREATE INDEX SOURCE_TO_concept_SOURCE_idX ON source_to_concept_map -(SOURCE_CODE); - -CREATE UNIQUE INDEX xpksource_to_concept_map ON source_to_concept_map -(SOURCE_vocabulary_id, TARGET_concept_id, SOURCE_CODE, valid_end_date); - -ALTER TABLE source_to_concept_map ADD ( - CHECK (primary_map in ('Y')) - ENABLE VALIDATE, - CHECK (invalid_reason in ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT xpksource_to_concept_map - PRIMARY KEY - (SOURCE_vocabulary_id, TARGET_concept_id, SOURCE_CODE, valid_end_date) - USING INDEX xpksource_to_concept_map - ENABLE VALIDATE); - -ALTER TABLE source_to_concept_map ADD ( - CONSTRAINT SOURCE_TO_concept_concept - FOREIGN KEY (TARGET_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table drug_strength - -CREATE TABLE drug_strength -( - drug_concept_id INTEGER NOT NULL, - ingredient_concept_id INTEGER NOT NULL, - amount_value NUMBER, - amount_unit VARCHAR2 (60 BYTE), - concentration_value NUMBER, - concentration_enum_unit VARCHAR2 (60 BYTE), - concentration_denom_unit VARCHAR2 (60 BYTE), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason VARCHAR2 (1 BYTE) -); - ---add table vocabulary - -CREATE TABLE VOCABULARY -( - VOCABULARY_ID INTEGER NOT NULL, - VOCABULARY_NAME VARCHAR2 (256 BYTE) NOT NULL -); - - \ No newline at end of file diff --git a/Version4/Oracle/README.md b/Version4/Oracle/README.md deleted file mode 100644 index 4b362b0..0000000 --- a/Version4/Oracle/README.md +++ /dev/null @@ -1,14 +0,0 @@ -Common-Data-Model / Oracle -================= - -This folder contains the SQL scripts for Oracle. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema using the loading scripts in VocabImport - -Note: you could also apply the constraints and the indexes after loading the data, this will speed up the insertion of the data considerably. diff --git a/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat b/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat deleted file mode 100644 index 5d621d5..0000000 --- a/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat +++ /dev/null @@ -1,51 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to load the Vocabulary related tables in the OMOP common data model, version 4.5 for Oracle database - -last revised: 19 Mar 2015 - -author: Lee Evans - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) If you have existing data in your CDM vocabulary tables then backup that data (if needed) and truncate those tables before loading - - -*************************/ - -sqlldr CDM/ CONTROL=CONCEPT.ctl LOG=C:\CDM\CONCEPT.log BAD=C:\CDM\CONCEPT.bad -sqlldr CDM/ CONTROL=CONCEPT_ANCESTOR.ctl LOG=C:\CDM\CONCEPT_ANCESTOR.log BAD=C:\CDM\CONCEPT_ANCESTOR.bad -sqlldr CDM/ CONTROL=CONCEPT_RELATIONSHIP.ctl LOG=C:\CDM\CONCEPT_RELATIONSHIP.log BAD=C:\CDM\CONCEPT_RELATIONSHIP.bad -sqlldr CDM/ CONTROL=CONCEPT_SYNONYM.ctl LOG=C:\CDM\CONCEPT_SYNONYM.log BAD=C:\CDM\CONCEPT_SYNONYM.bad -sqlldr CDM/ CONTROL=DRUG_STRENGTH.ctl LOG=C:\CDM\DRUG_STRENGTH.log BAD=C:\CDM\DRUG_STRENGTH.bad -sqlldr CDM/ CONTROL=RELATIONSHIP.ctl LOG=C:\CDM\RELATIONSHIP.log BAD=C:\CDM\RELATIONSHIP.bad -sqlldr CDM/ CONTROL=VOCABULARY.ctl LOG=C:\CDM\VOCABULARY.log BAD=C:\CDM\VOCABULARY.bad -sqlldr CDM/ CONTROL=SOURCE_TO_CONCEPT_MAP.ctl LOG=C:\CDM\SOURCE_TO_CONCEPT_MAP.log BAD=C:\CDM\SOURCE_TO_CONCEPT_MAP.bad diff --git a/Version4/Oracle/VocabImport/concept.ctl b/Version4/Oracle/VocabImport/concept.ctl deleted file mode 100644 index d18106a..0000000 --- a/Version4/Oracle/VocabImport/concept.ctl +++ /dev/null @@ -1,18 +0,0 @@ -options (skip=1) -load data -infile concept.csv -into table concept -replace -fields terminated by '\t' -trailing nullcols -( - concept_id, - concept_name CHAR(256), - concept_level, - concept_class, - vocabulary_id, - concept_code, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_ancestor.ctl b/Version4/Oracle/VocabImport/concept_ancestor.ctl deleted file mode 100644 index 350015a..0000000 --- a/Version4/Oracle/VocabImport/concept_ancestor.ctl +++ /dev/null @@ -1,13 +0,0 @@ -options (skip=1) -load data -infile concept_ancestor.csv -into table concept_ancestor -replace -fields terminated by '\t' -trailing nullcols -( - ancestor_concept_id, - descendant_concept_id, - min_levels_of_separation, - max_levels_of_separation -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_relationship.ctl b/Version4/Oracle/VocabImport/concept_relationship.ctl deleted file mode 100644 index d26ce3e..0000000 --- a/Version4/Oracle/VocabImport/concept_relationship.ctl +++ /dev/null @@ -1,15 +0,0 @@ -options (skip=1) -load data -infile concept_relationship.csv -into table concept_relationship -replace -fields terminated by '\t' -trailing nullcols -( - concept_id_1, - concept_id_2, - relationship_id, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_synonym.ctl b/Version4/Oracle/VocabImport/concept_synonym.ctl deleted file mode 100644 index a7ef6fa..0000000 --- a/Version4/Oracle/VocabImport/concept_synonym.ctl +++ /dev/null @@ -1,12 +0,0 @@ -options (skip=1) -load data -infile concept_synonym.csv -into table concept_synonym -replace -fields terminated by '\t' -trailing nullcols -( - concept_synonym_id, - concept_id, - concept_synonym_name CHAR(1000) -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/drug_strength.ctl b/Version4/Oracle/VocabImport/drug_strength.ctl deleted file mode 100644 index dc858c3..0000000 --- a/Version4/Oracle/VocabImport/drug_strength.ctl +++ /dev/null @@ -1,19 +0,0 @@ -options (skip=1) -load data -infile drug_strength.csv -into table drug_strength -replace -fields terminated by '\t' -trailing nullcols -( - drug_concept_id, - ingredient_concept_id, - amount_value, - amount_unit, - concentration_value, - concentration_enum_unit, - concentration_denom_unit, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/relationship.ctl b/Version4/Oracle/VocabImport/relationship.ctl deleted file mode 100644 index 40daf29..0000000 --- a/Version4/Oracle/VocabImport/relationship.ctl +++ /dev/null @@ -1,14 +0,0 @@ -options (skip=1) -load data -infile relationship.csv -into table relationship -replace -fields terminated by '\t' -trailing nullcols -( - relationship_id, - relationship_name, - is_hierarchical, - defines_ancestry, - reverse_relationship -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/source_to_concept_map.ctl b/Version4/Oracle/VocabImport/source_to_concept_map.ctl deleted file mode 100644 index d9e0ef0..0000000 --- a/Version4/Oracle/VocabImport/source_to_concept_map.ctl +++ /dev/null @@ -1,19 +0,0 @@ -options (skip=1) -load data -infile source_to_concept_map.csv -into table source_to_concept_map -replace -fields terminated by '\t' -trailing nullcols -( - source_code, - source_vocabulary_id, - source_code_description CHAR(256), - target_concept_id, - target_vocabulary_id, - mapping_type, - primary_map, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/vocabulary.ctl b/Version4/Oracle/VocabImport/vocabulary.ctl deleted file mode 100644 index 3f80f25..0000000 --- a/Version4/Oracle/VocabImport/vocabulary.ctl +++ /dev/null @@ -1,11 +0,0 @@ -options (skip=1) -load data -infile vocabulary.csv -into table vocabulary -replace -fields terminated by '\t' -trailing nullcols -( - vocabulary_id, - vocabulary_name -) \ No newline at end of file diff --git a/Version4/PostgreSQL/CDM V4 DDL.sql b/Version4/PostgreSQL/CDM V4 DDL.sql deleted file mode 100644 index 8586422..0000000 --- a/Version4/PostgreSQL/CDM V4 DDL.sql +++ /dev/null @@ -1,131 +0,0 @@ - -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 4.5 for PostgreSQL database - -last revised: 20 Mar 2015 - -author: Lee Evans - - -*************************/ - -CREATE TABLE concept ( - concept_id integer NOT NULL, - concept_name varchar(256) NOT NULL, - concept_level integer NOT NULL, - concept_class varchar(60) NOT NULL, - vocabulary_id integer NOT NULL, - concept_code varchar(40) NOT NULL, - valid_start_date date NOT NULL, - valid_end_date date NOT NULL DEFAULT '2099-12-31'::date, - invalid_reason varchar(1) -) -; - - -CREATE TABLE concept_ancestor ( - ancestor_concept_id INTEGER NOT NULL, - descendant_concept_id INTEGER NOT NULL, - min_levels_of_separation INTEGER NOT NULL, - max_levels_of_separation INTEGER NOT NULL -) -; - - -CREATE TABLE concept_relationship ( - concept_id_1 integer NOT NULL, - concept_id_2 integer NOT NULL, - relationship_id integer NOT NULL, - valid_start_date date NOT NULL, - valid_end_date date NOT NULL DEFAULT '2099-12-31'::date, - invalid_reason varchar(1) -) -; - - -CREATE TABLE concept_synonym ( - concept_synonym_id integer NOT NULL, - concept_id integer NOT NULL, - concept_synonym_name varchar(1000) NOT NULL -) -; - - - -CREATE TABLE drug_strength ( - drug_concept_id integer NOT NULL, - ingredient_concept_id integer NOT NULL, - amount_value double precision, - amount_unit varchar(60), - concentration_value double precision, - concentration_enum_unit character varying(60), - concentration_denom_unit character varying(60), - valid_start_date date NOT NULL, - valid_end_date date NOT NULL, - invalid_reason varchar(1) -) -; - - - - -CREATE TABLE relationship ( - relationship_id VARCHAR(20) NOT NULL, - relationship_name VARCHAR(256) NOT NULL, - is_hierarchical integer NOT NULL, - defines_ancestry integer DEFAULT 1, - reverse_relationship integer -) -; - - - -CREATE TABLE source_to_concept_map ( - source_code VARCHAR(40) NOT NULL, - source_vocabulary_id INTEGER NOT NULL, - source_code_description VARCHAR(256), - target_concept_id INTEGER NOT NULL, - target_vocabulary_id INTEGER NOT NULL, - mapping_type VARCHAR(256), - primary_map VARCHAR(1), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason VARCHAR(1) NULL -) -; - - - - -CREATE TABLE vocabulary ( - vocabulary_id integer NOT NULL, - vocabulary_name VARCHAR(256) NOT NULL -) -; diff --git a/Version4/PostgreSQL/README.md b/Version4/PostgreSQL/README.md deleted file mode 100644 index 7e4699b..0000000 --- a/Version4/PostgreSQL/README.md +++ /dev/null @@ -1,13 +0,0 @@ -Common-Data-Model / PostgreSQL -================= - -This folder contains the SQL scripts for PostgreSQL. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema. - diff --git a/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql b/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql deleted file mode 100644 index 238b003..0000000 --- a/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql +++ /dev/null @@ -1,54 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ####### - # # ## ## # # # # # # # # ## ## # # # - # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ###### - # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## ##### - - -Script to load the common data model, version 4.5 vocabulary tables for PostgreSQL database - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) Run this SQL query script in the database where you created your CDM Version 4.5 tables - -last revised: 20th March 2015 - -author: Lee Evans - - -*************************/ - -COPY CONCEPT FROM 'C:\CDM\CONCEPT.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_ANCESTOR FROM 'C:\CDM\CONCEPT_ANCESTOR.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_RELATIONSHIP FROM 'C:\CDM\CONCEPT_RELATIONSHIP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_SYNONYM FROM 'C:\CDM\CONCEPT_SYNONYM.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY DRUG_STRENGTH FROM 'C:\CDM\DRUG_STRENGTH.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY RELATIONSHIP FROM 'C:\CDM\RELATIONSHIP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY SOURCE_TO_CONCEPT_MAP FROM 'C:\CDM\SOURCE_TO_CONCEPT_MAP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY VOCABULARY FROM 'C:\CDM\VOCABULARY.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; - - - diff --git a/Version4/SQL Server/CDM V4 DDL.sql b/Version4/SQL Server/CDM V4 DDL.sql deleted file mode 100644 index 981cec8..0000000 --- a/Version4/SQL Server/CDM V4 DDL.sql +++ /dev/null @@ -1,117 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 4.5 for Sql Server database - -last revised: 20 Mar 2015 - -author: Lee Evans - - -*************************/ - - -CREATE TABLE CONCEPT( - CONCEPT_ID int NOT NULL, - CONCEPT_NAME varchar(256) NOT NULL, - CONCEPT_LEVEL int NOT NULL, - CONCEPT_CLASS varchar(60) NOT NULL, - VOCABULARY_ID int NOT NULL, - CONCEPT_CODE varchar(40) NOT NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE CONCEPT_ANCESTOR( - ANCESTOR_CONCEPT_ID int NOT NULL, - DESCENDANT_CONCEPT_ID int NOT NULL, - MAX_LEVELS_OF_SEPARATION int NULL, - MIN_LEVELS_OF_SEPARATION int NULL -); - - -CREATE TABLE CONCEPT_RELATIONSHIP( - CONCEPT_ID_1 int NOT NULL, - CONCEPT_ID_2 int NOT NULL, - RELATIONSHIP_ID int NOT NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE CONCEPT_SYNONYM( - CONCEPT_SYNONYM_ID int NOT NULL, - CONCEPT_ID int NOT NULL, - CONCEPT_SYNONYM_NAME varchar(1000) NOT NULL -); - - -CREATE TABLE DRUG_STRENGTH( - DRUG_CONCEPT_ID int NOT NULL, - INGREDIENT_CONCEPT_ID int NOT NULL, - AMOUNT_VALUE float NULL, - AMOUNT_UNIT varchar(60) NULL, - CONCENTRATION_VALUE float NULL, - CONCENTRATION_ENUM_UNIT varchar(60) NULL, - CONCENTRATION_DENOM_UNIT varchar(60) NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL, - INVALID_REASON varchar(1) NULL -); - - -CREATE TABLE RELATIONSHIP( - RELATIONSHIP_ID int NOT NULL, - RELATIONSHIP_NAME varchar(256) NOT NULL, - IS_HIERARCHICAL int NOT NULL, - DEFINES_ANCESTRY int NOT NULL DEFAULT ((1)), - REVERSE_RELATIONSHIP int NULL -); - - -CREATE TABLE SOURCE_TO_CONCEPT_MAP( - SOURCE_CODE varchar(40) NOT NULL, - SOURCE_VOCABULARY_ID int NOT NULL, - SOURCE_CODE_DESCRIPTION varchar(256) NULL, - TARGET_CONCEPT_ID int NOT NULL, - TARGET_VOCABULARY_ID int NOT NULL, - MAPPING_TYPE varchar(256) NULL, - PRIMARY_MAP char(1) NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE VOCABULARY( - VOCABULARY_ID int NOT NULL, - VOCABULARY_NAME varchar(256) NOT NULL -); diff --git a/Version4/SQL Server/README.md b/Version4/SQL Server/README.md deleted file mode 100644 index 27af881..0000000 --- a/Version4/SQL Server/README.md +++ /dev/null @@ -1,14 +0,0 @@ -Common-Data-Model / SQL Server -================= - -This folder contains the SQL scripts for SQL Server. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema using the loading scripts in VocabImport - -Note: you could also apply the constraints and the indexes after loading the data, this will speed up the insertion of the data considerably. diff --git a/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql b/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql deleted file mode 100644 index bc2218e..0000000 --- a/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql +++ /dev/null @@ -1,130 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ####### - # # ## ## # # # # # # # # ## ## # # # - # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ###### - # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## ##### - - -Script to load the common data model, version 4.5 vocabulary tables for SQL Server database - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) Run this SQL query script in the database where you created your CDM Version 4.5 tables - -last revised: 20th March 2015 - -author: Lee Evans - - -*************************/ - -TRUNCATE TABLE CONCEPT; -BULK INSERT CONCEPT -FROM 'C:\CDM\CONCEPT.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_ANCESTOR; -BULK INSERT CONCEPT_ANCESTOR -FROM 'C:\CDM\CONCEPT_ANCESTOR.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_ANCESTOR.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_RELATIONSHIP; -BULK INSERT CONCEPT_RELATIONSHIP -FROM 'C:\CDM\CONCEPT_RELATIONSHIP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_RELATIONSHIP.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_SYNONYM; -BULK INSERT CONCEPT_SYNONYM -FROM 'C:\CDM\CONCEPT_SYNONYM.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_SYNONYM.bad', -TABLOCK -); - -TRUNCATE TABLE DRUG_STRENGTH; -BULK INSERT DRUG_STRENGTH -FROM 'C:\CDM\DRUG_STRENGTH.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\DRUG_STRENGTH.bad', -TABLOCK -); - -TRUNCATE TABLE RELATIONSHIP; -BULK INSERT RELATIONSHIP -FROM 'C:\CDM\RELATIONSHIP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\RELATIONSHIP.bad', -TABLOCK -); - -TRUNCATE TABLE SOURCE_TO_CONCEPT_MAP; -BULK INSERT SOURCE_TO_CONCEPT_MAP -FROM 'C:\CDM\SOURCE_TO_CONCEPT_MAP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\SOURCE_TO_CONCEPT_MAP.bad', -TABLOCK -); - -TRUNCATE TABLE VOCABULARY; -BULK INSERT VOCABULARY -FROM 'C:\CDM\VOCABULARY.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\VOCABULARY.bad', -TABLOCK -); From 802a43267af8f919f484aa384ea6e60909337197 Mon Sep 17 00:00:00 2001 From: Karthik Date: Sun, 4 Jun 2017 22:28:15 -0400 Subject: [PATCH 13/81] Updated formatting in Readme file --- README.md | 32 ++++++++++++++++---------------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index 8b7b3af..deb2c04 100644 --- a/README.md +++ b/README.md @@ -8,39 +8,39 @@ Release Notes This version is bases on this CDM working group [proposal](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:next_cdm:time). The proposed and accepted changes include adding a datetime field to every table that had a date column. These were the new columns added: **PERSON** -birth_datetime, not required +* birth_datetime, not required **SPECIMEN** -specimen_datetime, not required +* specimen_datetime, not required **DEATH** -death_datetime, not required +* death_datetime, not required **VISIT_OCCURRENCE** -visit_start_datetime, not required -visit_end_datetime, not required +* visit_start_datetime, not required +* visit_end_datetime, not required **PROCEDURE_OCCURRENCE** -procedure_datetime, not required +* procedure_datetime, not required **DRUG_EXPOSURE** -drug_exposure_start_datetime, not required -drug_exposure_end_datetime, not required +* drug_exposure_start_datetime, not required +* drug_exposure_end_datetime, not required **DEVICE_EXPOSURE** -device_exposure_start_datetime, not required -device_exposure_end_datetime, not required +* device_exposure_start_datetime, not required +* device_exposure_end_datetime, not required **CONDITION_OCCURRENCE** -condition_start_datetime, not required -condition_end_datetime, not required +* condition_start_datetime, not required +* condition_end_datetime, not required **MEASUREMENT** -measurement_datetime as time, not required +* measurement_datetime as time, not required **OBSERVATION** -observation_datetime, not required +* observation_datetime, not required -**NOTE** -note_datetime, not required +**NOTE** +* note_datetime, not required From e0dae5c3709ca749e55e533076dd1dcd5f76f814 Mon Sep 17 00:00:00 2001 From: Anthony Sena Date: Fri, 9 Jun 2017 09:57:23 -0400 Subject: [PATCH 14/81] Fixes #25 --- .../OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql | 2 +- .../Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql | 2 +- .../PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql | 2 +- .../Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql | 2 +- .../Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql | 2 +- .../Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql b/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql index 743316e..7ea8ca7 100644 --- a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql +++ b/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql @@ -2344,7 +2344,7 @@ FROM LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id; +; /* / */ diff --git a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql b/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql index 4825f69..adb8639 100644 --- a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql +++ b/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql @@ -2438,7 +2438,7 @@ FROM LEFT JOIN g8iauhqmconcept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY NVL(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id ; +; /* / */ diff --git a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql b/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql index db54431..cc7bd2e 100644 --- a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql +++ b/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql @@ -2394,7 +2394,7 @@ FROM LEFT JOIN concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY COALESCE(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id; +; /* / */ diff --git a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql b/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql index b132f2e..6fb3f01 100644 --- a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql +++ b/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql @@ -2394,7 +2394,7 @@ FROM LEFT JOIN concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY COALESCE(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id; +; /* / */ diff --git a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql b/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql index f351b4f..f3d290c 100644 --- a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql +++ b/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql @@ -2374,7 +2374,7 @@ FROM LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id; +; /* / */ diff --git a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql b/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql index 31c4076..c85839d 100644 --- a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql +++ b/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql @@ -2344,7 +2344,7 @@ FROM LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') ) A -ORDER by A.TableName, A.domain_id; +; /* / */ From e56f42ede1cc00e847d568abb859f9d36b45f764 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 13 Jun 2017 14:48:57 -0400 Subject: [PATCH 15/81] Removing files for v4 and v4-to-v5 conversion as these have been moved to their own branches --- .../OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql | 2358 ---------------- .../Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql | 2452 ----------------- .../OMOP CDMv4 to CDMv5 - PostgreSQL.sql | 2408 ---------------- .../QA-Results.xlsx | Bin 17494 -> 0 bytes Version4 To Version5 Conversion/README.md | 60 - .../OMOP CDMv4 to CDMv5 - Redshift.sql | 2408 ---------------- .../OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql | 2388 ---------------- .../OMOP CDMv4 to CDMv5 - SQL Server.sql | 2358 ---------------- Version4/Oracle/CDM V4 DDL.sql | 310 --- Version4/Oracle/README.md | 14 - .../OMOP CDM vocabulary load - Oracle.bat | 51 - Version4/Oracle/VocabImport/concept.ctl | 18 - .../Oracle/VocabImport/concept_ancestor.ctl | 13 - .../VocabImport/concept_relationship.ctl | 15 - .../Oracle/VocabImport/concept_synonym.ctl | 12 - Version4/Oracle/VocabImport/drug_strength.ctl | 19 - Version4/Oracle/VocabImport/relationship.ctl | 14 - .../VocabImport/source_to_concept_map.ctl | 19 - Version4/Oracle/VocabImport/vocabulary.ctl | 11 - Version4/PostgreSQL/CDM V4 DDL.sql | 131 - Version4/PostgreSQL/README.md | 13 - .../OMOP CDM vocabulary load - PostgreSQL.sql | 54 - Version4/SQL Server/CDM V4 DDL.sql | 117 - Version4/SQL Server/README.md | 14 - .../OMOP CDM vocabulary load - SQL Server.sql | 130 - 25 files changed, 15387 deletions(-) delete mode 100644 Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql delete mode 100644 Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql delete mode 100644 Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql delete mode 100644 Version4 To Version5 Conversion/QA-Results.xlsx delete mode 100644 Version4 To Version5 Conversion/README.md delete mode 100644 Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql delete mode 100644 Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql delete mode 100644 Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql delete mode 100644 Version4/Oracle/CDM V4 DDL.sql delete mode 100644 Version4/Oracle/README.md delete mode 100644 Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat delete mode 100644 Version4/Oracle/VocabImport/concept.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_ancestor.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_relationship.ctl delete mode 100644 Version4/Oracle/VocabImport/concept_synonym.ctl delete mode 100644 Version4/Oracle/VocabImport/drug_strength.ctl delete mode 100644 Version4/Oracle/VocabImport/relationship.ctl delete mode 100644 Version4/Oracle/VocabImport/source_to_concept_map.ctl delete mode 100644 Version4/Oracle/VocabImport/vocabulary.ctl delete mode 100644 Version4/PostgreSQL/CDM V4 DDL.sql delete mode 100644 Version4/PostgreSQL/README.md delete mode 100644 Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql delete mode 100644 Version4/SQL Server/CDM V4 DDL.sql delete mode 100644 Version4/SQL Server/README.md delete mode 100644 Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql diff --git a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql b/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql deleted file mode 100644 index 7ea8ca7..0000000 --- a/Version4 To Version5 Conversion/OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql +++ /dev/null @@ -1,2358 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - (@SOURCE_CDMV4, @SOURCE_CDMV4_SCHEMA) - 2. Set parameter name of schema that contains CDMv5 instance - (@TARGET_CDMV5, @TARGET_CDMV5_SCHEMA) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ -{DEFAULT @SOURCE_CDMV4 = '[SOURCE_CDMV4]' } -- The CDMv4 database name - {DEFAULT @SOURCE_CDMV4_SCHEMA = '[SOURCE_CDMV4].[SCHEMA]' } -- The CDMv4 database plus schema - {DEFAULT @TARGET_CDMV5 = '[TARGET_CDMV5]' } -- The target CDMv5 database name - {DEFAULT @TARGET_CDMV5_SCHEMA = '[TARGET_CDMV5].[SCHEMA]' } -- the target CDMv5 database plus schema - -USE @TARGET_CDMV5; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL - DROP TABLE #concept_map; - -/* / */ - -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id -INTO #concept_map -FROM @TARGET_CDMV5_SCHEMA.concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM @TARGET_CDMV5_SCHEMA.concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM @TARGET_CDMV5_SCHEMA.concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM @TARGET_CDMV5_SCHEMA.concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM @TARGET_CDMV5_SCHEMA.concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN @TARGET_CDMV5_SCHEMA.concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL - DROP TABLE #concept_map_distinct; - -/* / */ - -SELECT source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount -INTO #concept_map_distinct -FROM #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF OBJECT_ID('@TARGET_CDMV5_SCHEMA.ETL_WARNINGS', 'U') IS NOT NULL - DROP TABLE @TARGET_CDMV5_SCHEMA.ETL_WARNINGS; - -/* / */ - -CREATE TABLE @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '@TARGET_CDMV5' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM @TARGET_CDMV5_SCHEMA.vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM @SOURCE_CDMV4_SCHEMA.LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM @SOURCE_CDMV4_SCHEMA.CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.provider; - -/**** - - PERSON - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL - DROP TABLE #po_map; - -/* / */ - -SELECT po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id -INTO #po_map -FROM @TARGET_CDMV5_SCHEMA.procedure_occurrence po -LEFT JOIN @TARGET_CDMV5_SCHEMA.drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL - DROP TABLE #drgexp_map; - -/* / */ - -SELECT de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id -INTO #drgexp_map -FROM @TARGET_CDMV5_SCHEMA.drug_exposure de -LEFT JOIN @TARGET_CDMV5_SCHEMA.procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO @TARGET_CDMV5_SCHEMA.condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO @TARGET_CDMV5_SCHEMA.ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM @TARGET_CDMV5_SCHEMA.CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO @TARGET_CDMV5_SCHEMA.measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO @TARGET_CDMV5_SCHEMA.observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST pc - INNER JOIN @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM @SOURCE_CDMV4_SCHEMA.PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_OCCURRENCE po - INNER JOIN @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM @SOURCE_CDMV4_SCHEMA.PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO @TARGET_CDMV5_SCHEMA.procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_EXPOSURE de - INNER JOIN @SOURCE_CDMV4_SCHEMA.DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM @SOURCE_CDMV4_SCHEMA.DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL - DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -SELECT d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID -INTO #cteDrugTarget -FROM @TARGET_CDMV5_SCHEMA.DRUG_EXPOSURE d -INNER JOIN @TARGET_CDMV5_SCHEMA.CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN @TARGET_CDMV5_SCHEMA.CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL - DROP TABLE #cteEndDates; - -/* / */ - -SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL - DROP TABLE #cteDrugExpEnds; - -/* / */ - -SELECT d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteDrugExpEnds -FROM #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO @TARGET_CDMV5_SCHEMA.drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL - DROP TABLE #condition_era_phase_1; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL - DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -SELECT co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE -INTO #cteConditionTarget -FROM @TARGET_CDMV5_SCHEMA.CONDITION_OCCURRENCE co; - -/* / */ - -IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL - DROP TABLE #cteCondEndDates; - -/* / */ - -SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteCondEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL - DROP TABLE #cteConditionEnds; - -/* / */ - -SELECT c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteConditionEnds -FROM #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO @TARGET_CDMV5_SCHEMA.condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL - DROP TABLE #v5_stats; - -/* / */ - -IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL - DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -SELECT * -INTO #v4_stats -FROM -( - SELECT '@SOURCE_CDMV4' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.care_site - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.condition_era - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.condition_occurrence - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.death - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_cost - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_era - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.drug_exposure - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.location - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.observation - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.observation_period - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.payer_plan_period - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.person - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.procedure_cost - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.procedure_occurrence - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.provider - UNION - SELECT '@SOURCE_CDMV4' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM @SOURCE_CDMV4_SCHEMA.visit_occurrence -) v4_stats; - -/* / */ - -SELECT * -INTO #v5_stats -FROM -( - SELECT '@TARGET_CDMV5' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.care_site - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.condition_era - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.condition_occurrence - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.death - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.device_exposure - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_cost - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_era - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.drug_exposure - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.location - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.measurement - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.observation - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.observation_period - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.payer_plan_period - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.person - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.procedure_cost - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.procedure_occurrence - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.provider - UNION - SELECT '@TARGET_CDMV5' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM @TARGET_CDMV5_SCHEMA.visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL - DROP TABLE #classification_map; - -/* / */ - -SELECT * -INTO #classification_map -FROM -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM @SOURCE_CDMV4_SCHEMA.Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql b/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql deleted file mode 100644 index adb8639..0000000 --- a/Version4 To Version5 Conversion/Oracle/OMOP CDMv4 to CDMv5 - Oracle.sql +++ /dev/null @@ -1,2452 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -ALTER SESSION SET current_schema = [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmconcept_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmconcept_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmconcept_map - AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept - WHERE 1 = 0 ; - -/* / */ - -INSERT INTO g8iauhqmconcept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN (SELECT DISTINCT c1.concept_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id - FROM (SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN (SELECT DISTINCT c1.concept_id - FROM (SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL ; - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmconcept_map_distinct'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmconcept_map_distinct'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmconcept_map_distinct - AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - g8iauhqmconcept_map - WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id ; - -/* / */ - -INSERT INTO g8iauhqmconcept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) - FROM g8iauhqmconcept_map -GROUP BY source_concept_id - ,domain_id ; - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS'; - EXECUTE IMMEDIATE 'DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,SYSDATE - FROM [TARGET_CDMV5].[SCHEMA].vocabulary v - WHERE vocabulary_id = 'Vocabulary' ; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value - FROM [SOURCE_CDMV4].[SCHEMA].LOCATION ; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,TO_CHAR(NULL ) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value - FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE ; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,TO_CHAR(NULL ) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,TO_CHAR(NULL ) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].provider ; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,TO_CHAR(NULL ) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN g8iauhqmconcept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN g8iauhqmconcept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN g8iauhqmconcept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD ; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN g8iauhqmconcept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,TO_CHAR(NULL ) visit_start_time - ,visit_end_date - ,TO_CHAR(NULL ) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit') ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmpo_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmpo_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmpo_map - AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 - WHERE 0 = 1 ; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO g8iauhqmpo_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN g8iauhqmconcept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN g8iauhqmconcept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,(SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - FROM g8iauhqmpo_map ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmdrgexp_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmdrgexp_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmdrgexp_map - AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 - WHERE 0 = 1 ; - -/* / */ - -INSERT INTO g8iauhqmdrgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN g8iauhqmconcept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN g8iauhqmconcept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,(SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - FROM g8iauhqmdrgexp_map ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id - FROM (SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN g8iauhqmconcept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN g8iauhqmconcept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,(SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW ; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || TO_CHAR(NUM_INVALID_RECORDS ) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' - FROM (SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN (SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn ; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id - FROM (SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,TO_CHAR(NULL ) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS ; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value - FROM (SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,TO_CHAR(OBSERVATION_TIME ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN g8iauhqmconcept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN g8iauhqmconcept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,TO_CHAR(NULL ) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,TO_CHAR(NULL ) AS unit_source_value - ,TO_CHAR(NULL ) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS ; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,TO_CHAR(observation_time ) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - WHERE observation_concept_id NOT IN (SELECT source_concept_id - FROM g8iauhqmconcept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value - FROM (SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN g8iauhqmconcept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN g8iauhqmconcept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,TO_CHAR(NULL ) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,TO_CHAR(NULL ) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN g8iauhqmconcept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,(SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW ; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value - FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD ; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id - FROM (SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN g8iauhqmdrgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,(SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW ; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST ; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value - FROM (SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN g8iauhqmpo_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,(SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW ; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteDrugTarget'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteDrugTarget'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TABLE g8iauhqmcteDrugTarget - AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID - WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient' ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteEndDates'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteEndDates'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteEndDates - AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - (SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM g8iauhqmcteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN (SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E - WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0 ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteDrugExpEnds'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteDrugExpEnds'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteDrugExpEnds - AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - g8iauhqmcteDrugTarget d -INNER JOIN g8iauhqmcteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE ; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days - FROM g8iauhqmcteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE ; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcondition_era_phase_1'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcondition_era_phase_1'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteConditionTarget'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteConditionTarget'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TABLE g8iauhqmcteConditionTarget - AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteCondEndDates'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteCondEndDates'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteCondEndDates - AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - (SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM g8iauhqmcteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN (SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM g8iauhqmcteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E - WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0 ; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmcteConditionEnds'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmcteConditionEnds'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmcteConditionEnds - AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - g8iauhqmcteConditionTarget c -INNER JOIN g8iauhqmcteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE ; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT - FROM g8iauhqmcteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE ; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmv5_stats'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmv5_stats'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmv4_stats'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmv4_stats'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TABLE g8iauhqmv4_stats - AS -SELECT - * - -FROM - -(SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence - ) v4_stats ; - -/* / */ - -CREATE TABLE g8iauhqmv5_stats - AS -SELECT - * - -FROM - -(SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence - ) v5_stats ; - -/* / */ - --- Show the results -SELECT - 'Rowcounts for each database and table', - NVL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - NVL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - NVL(v5.row_count, 0) - NVL(v4.row_count, 0) row_count_change - FROM g8iauhqmv4_stats v4 -full outer join g8iauhqmv5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName ; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -BEGIN - EXECUTE IMMEDIATE 'TRUNCATE TABLE g8iauhqmclassification_map'; - EXECUTE IMMEDIATE 'DROP TABLE g8iauhqmclassification_map'; -EXCEPTION - WHEN OTHERS THEN - IF SQLCODE != -942 THEN - RAISE; - END IF; -END; - -/* / */ - -CREATE TABLE g8iauhqmclassification_map - AS -SELECT - * - -FROM - -(SELECT 'Condition_Occurrence' TableName, NVL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN g8iauhqmconcept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, NVL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN g8iauhqmconcept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, NVL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN g8iauhqmconcept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, NVL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN g8iauhqmconcept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY NVL(LOWER(cm.domain_id), 'procedure') - ) A -; - -/* / */ - -SELECT * - FROM g8iauhqmclassification_map -order by tablename, domain_id ; - -SELECT domain_id, SUM(row_count) - FROM g8iauhqmclassification_map -group by domain_id -order by domain_id ; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql b/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql deleted file mode 100644 index cc7bd2e..0000000 --- a/Version4 To Version5 Conversion/PostgreSQL/OMOP CDMv4 to CDMv5 - PostgreSQL.sql +++ /dev/null @@ -1,2408 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -SET search_path TO [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -DROP TABLE IF EXISTS concept_map; - -/* / */ - -CREATE TEMP TABLE concept_map - -AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -DROP TABLE IF EXISTS concept_map_distinct; - -/* / */ - -CREATE TEMP TABLE concept_map_distinct - -AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM concept_map -GROUP BY source_concept_id - ,domain_id; - -DROP TABLE IF EXISTS [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,CURRENT_DATE -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -DROP TABLE IF EXISTS po_map; - -/* / */ - -CREATE TEMP TABLE po_map - -AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -DROP TABLE IF EXISTS drgexp_map; - -/* / */ - -CREATE TEMP TABLE drgexp_map - -AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS NUMERIC) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS NUMERIC) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS NUMERIC) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS NUMERIC) AS ingredient_cost - ,CAST(NULL AS NUMERIC) AS dispensing_fee - ,CAST(NULL AS NUMERIC) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS NUMERIC) AS ingredient_cost - ,CAST(NULL AS NUMERIC) AS dispensing_fee - ,CAST(NULL AS NUMERIC) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TEMP TABLE cteDrugTarget - -AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -DROP TABLE IF EXISTS cteEndDates; - -/* / */ - -CREATE TEMP TABLE cteEndDates - -AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteDrugExpEnds; - -/* / */ - -CREATE TEMP TABLE cteDrugExpEnds - -AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteDrugTarget d -INNER JOIN cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS condition_era_phase_1; - -/* / */ - -DROP TABLE IF EXISTS cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TEMP TABLE cteConditionTarget - -AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -DROP TABLE IF EXISTS cteCondEndDates; - -/* / */ - -CREATE TEMP TABLE cteCondEndDates - -AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteConditionEnds; - -/* / */ - -CREATE TEMP TABLE cteConditionEnds - -AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteConditionTarget c -INNER JOIN cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -DROP TABLE IF EXISTS v5_stats; - -/* / */ - -DROP TABLE IF EXISTS v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TEMP TABLE v4_stats - -AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -CREATE TEMP TABLE v5_stats - -AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - COALESCE(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - COALESCE(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - COALESCE(v5.row_count, 0) - COALESCE(v4.row_count, 0) row_count_change -from v4_stats v4 -full outer join v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -DROP TABLE IF EXISTS classification_map; - -/* / */ - -CREATE TEMP TABLE classification_map - -AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, COALESCE(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, COALESCE(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN 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potentially to this conversion script** - -2. **Load the V5 Vocabulary**: Download the V5 vocabulary from **[Athena](http://www.ohdsi.org/web/athena/ "Athena")** and load them into the V5 database created in step 1 above. - -2. **Download the conversion script:** The **[CDM V4 to V5 Conversion](https://github.com/OHDSI/CommonDataModel/tree/master/Version4%20To%20Version5%20Conversion "CDM V4 to V5 Conversion Directory")** folder has subfolders with scripts that will work on each RDBMS. In order to make this file work in your environment, you will need to perform a global "FIND AND REPLACE" on the conversion script to fill in the file with values that pertain to your environment. The following are the tokens you should use when doing your "FIND AND REPLACE" operation: - - * [SOURCE_CDMV4] - Your V4 database name - * [SOURCE_CDMV4].[SCHEMA] - Your V4 database name + schema - * [TARGET_CDMV5] - Your V5 database name - * [TARGET_CDMV5].[SCHEMA] - Your V5 database name + schema - -3. Run the resulting script on your target RDBDMS. ** **NOTE** ** If you are running the Oracle script via Sql Developer or similar, you may need to alter the script to include the appropriate "/" symbols to mark the end of the anonymous code blocks. This has been done in the Oracle script that has been provided in this repository. -4. At the end of the conversion process, several tables will be produced that will help you to understand how your data has changed as a result of the conversion process. This is described in the Quality Assurance section below. - - -Quality Assurance -=================== - -At the end of the conversion script, there are 3 queries which will provide information on the conversion process. For reference, this section of the conversion script has a header comment: - -/**** QUALITY ASSURANCE OUTPUT ****/ - -The first query provides a means for comparing the table row counts between the V4 and V5 databases. As mentioned in the overview section above, table row counts will differ between V4 and V5 based on the way that the standard vocabulary maps the data. The next set of queries will help to tie out the row count changes in these tables. - -The second query shows the source V4 table (i.e condition\_occurrence) and how the row counts maps to the V5 domain. This table is useful to understand how the data from the V4 source was distributed into the V5 tables. As a note, 1 record in the V4 table could map to multiple records in V5 as some concepts will map to multiple standard domains. - -The third query uses the information from the second query and provides a summary for each V5 domain. This is useful for tying out the rowcounts we'd expect from the script with the actual results observed in the first query. - -We have included a spreadsheet called "QA-Results.xlsx" which provides an example of how to utilize these 3 result queries to understand the results of the conversion process. The results of the first query go into the "Rowcounts" worksheet. The results of the second and third queries go into the "Classification Map Results" worksheet. If the conversion process worked as expected, all of the "Difference" columns should equal 0 in the "Classification Map Results" worksheet. - -Getting Involved -============================================================== -Each script found in the RDBMS directory was generated from the OHDSI-SQL file: *OMOP CDMv4 to CDMv5 - OHDSI-SQL.sql* found in the root of this directory. If you would like to contribute to this script, we'd suggest you modify this script and use **[SqlRender](https://github.com/OHDSI/SqlRender "SqlRender")** to re-generate the specific RDBMS scripts. We have also supplied a basic R script in this directory to help re-generate the scripts using SqlRender. - -Developer questions/comments/feedback: OHDSI Forum -We use the GitHub issue tracker for all bugs/issues/enhancements \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql b/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql deleted file mode 100644 index 6fb3f01..0000000 --- a/Version4 To Version5 Conversion/Redshift/OMOP CDMv4 to CDMv5 - Redshift.sql +++ /dev/null @@ -1,2408 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -SET search_path TO [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -DROP TABLE IF EXISTS concept_map; - -/* / */ - -CREATE TEMP TABLE concept_map - -AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -DROP TABLE IF EXISTS concept_map_distinct; - -/* / */ - -CREATE TEMP TABLE concept_map_distinct - -AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM concept_map -GROUP BY source_concept_id - ,domain_id; - -DROP TABLE IF EXISTS [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,CURRENT_DATE -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -DROP TABLE IF EXISTS po_map; - -/* / */ - -CREATE TEMP TABLE po_map - -AS -SELECT - po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -DROP TABLE IF EXISTS drgexp_map; - -/* / */ - -CREATE TEMP TABLE drgexp_map - -AS -SELECT - de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,TO_DATE(NULL , 'yyyymmdd') AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' || CAST(NUM_INVALID_RECORDS AS VARCHAR) || ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,TO_DATE(NULL , 'yyyymmdd') AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -CREATE TEMP TABLE cteDrugTarget - -AS -SELECT - d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, ( DRUG_EXPOSURE_START_DATE + DAYS_SUPPLY), ( DRUG_EXPOSURE_START_DATE + 1)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -DROP TABLE IF EXISTS cteEndDates; - -/* / */ - -CREATE TEMP TABLE cteEndDates - -AS -SELECT - PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,( DRUG_EXPOSURE_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteDrugExpEnds; - -/* / */ - -CREATE TEMP TABLE cteDrugExpEnds - -AS -SELECT - d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteDrugTarget d -INNER JOIN cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -DROP TABLE IF EXISTS condition_era_phase_1; - -/* / */ - -DROP TABLE IF EXISTS cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -CREATE TEMP TABLE cteConditionTarget - -AS -SELECT - co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, ( CONDITION_START_DATE + 1)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -DROP TABLE IF EXISTS cteCondEndDates; - -/* / */ - -CREATE TEMP TABLE cteCondEndDates - -AS -SELECT - PERSON_ID - ,CONDITION_CONCEPT_ID - ,( EVENT_DATE + - 30) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,( CONDITION_END_DATE + 30) - ,1 AS EVENT_TYPE - ,NULL - FROM cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -DROP TABLE IF EXISTS cteConditionEnds; - -/* / */ - -CREATE TEMP TABLE cteConditionEnds - -AS -SELECT - c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - cteConditionTarget c -INNER JOIN cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -DROP TABLE IF EXISTS v5_stats; - -/* / */ - -DROP TABLE IF EXISTS v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -CREATE TEMP TABLE v4_stats - -AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -CREATE TEMP TABLE v5_stats - -AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - COALESCE(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - COALESCE(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - COALESCE(v5.row_count, 0) - COALESCE(v4.row_count, 0) row_count_change -from v4_stats v4 -full outer join v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -DROP TABLE IF EXISTS classification_map; - -/* / */ - -CREATE TEMP TABLE classification_map - -AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, COALESCE(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, COALESCE(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, COALESCE(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY COALESCE(LOWER(cm.domain_id), 'procedure') -) A -; - -/* / */ - -select * -from classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql b/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql deleted file mode 100644 index f3d290c..0000000 --- a/Version4 To Version5 Conversion/Sql Server PDW/OMOP CDMv4 to CDMv5 - Sql Server PDW.dsql +++ /dev/null @@ -1,2388 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -USE [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL DROP TABLE #concept_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #concept_map - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id - -FROM - [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL DROP TABLE #concept_map_distinct; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #concept_map_distinct - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount - -FROM - #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('[TARGET_CDMV5].[SCHEMA].ETL_WARNINGS', 'U') IS NOT NULL DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)) -WITH (DISTRIBUTION = REPLICATE); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL DROP TABLE #po_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #po_map - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - po.procedure_occurrence_id - ,po. person_id, po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id - -FROM - [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL DROP TABLE #drgexp_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #drgexp_map - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - de.drug_exposure_id - ,de. person_id, de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id - -FROM - [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteDrugTarget - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - d.DRUG_EXPOSURE_ID - ,d. person_id, c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID - -FROM - [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL DROP TABLE #cteEndDates; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteEndDates - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - person_id, INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL DROP TABLE #cteDrugExpEnds; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteDrugExpEnds - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - d. person_id, d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL DROP TABLE #condition_era_phase_1; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteConditionTarget - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - co. person_id, co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE - -FROM - [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL DROP TABLE #cteCondEndDates; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteCondEndDates - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - person_id, CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date - -FROM - ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL DROP TABLE #cteConditionEnds; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #cteConditionEnds - WITH (LOCATION = USER_DB, DISTRIBUTION = HASH(person_id)) AS -SELECT - c. person_id, c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE - -FROM - #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL DROP TABLE #v5_stats; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #v4_stats - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #v5_stats - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF XACT_STATE() = 1 COMMIT; IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL DROP TABLE #classification_map; - -/* / */ - -IF XACT_STATE() = 1 COMMIT; CREATE TABLE #classification_map - WITH (LOCATION = USER_DB, DISTRIBUTION = REPLICATE) AS -SELECT - * - -FROM - -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql b/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql deleted file mode 100644 index c85839d..0000000 --- a/Version4 To Version5 Conversion/Sql Server/OMOP CDMv4 to CDMv5 - SQL Server.sql +++ /dev/null @@ -1,2358 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ -/******************************************************************************* - -PURPOSE: Use this script to convert your OMOP V4 common data model to CDM V5. - -last revised: 04 August 2015 -authors: Patrick Ryan, Chris Knoll, Anthony Sena - -!!!!!!!!!!!!!!!!!!!!! PLEASE READ THESE INSTRUCTIONS !!!!!!!!!!!!!!!!!!!!!!!!!!! - -This script was authored using OHDSI-SQL which will require you to run this -script through SqlRender to creat a version that is compatible with your target -RDBMS. We have pre-generated these scripts using SQL Render and have placed -them in folders for each RDBMS. Depending on which script you are viewing, your -instructions will be slightly different. - -General Assumptions -------------------- - -This script assumes that your V4 and V5 database are located on the same -RDBMS server. It also assumes that the V4 and V5 databases were created -using the standard data definition scripts for these databases. If you -altered your V4 database in any way, this script will likely require -some mo - -Getting Started ---------------- - -Before you can use this script, there are some prerequisites: - - 1. Create a target CDMv5 database on your database server using the - appropriate script from https://github.com/OHDSI/CommonDataModel - 2. Load VocabV5 into the target database/schema that will contain CDMv5 using - Athena: http://ohdsi.org/web/ATHENA - -OHDSI-SQL File Instructions ------------------------------ - - 1. Set parameter name of schema that contains CDMv4 instance - ([SOURCE_CDMV4], [SOURCE_CDMV4].[SCHEMA]) - 2. Set parameter name of schema that contains CDMv5 instance - ([TARGET_CDMV5], [TARGET_CDMV5].[SCHEMA]) - 3. Run this script through SqlRender to produce a script that will work in your - source dialect. SqlRender can be found here: https://github.com/OHDSI/SqlRender - 4. Run the script produced by SQL Render on your target RDBDMS. - - File Instructions -------------------------- - - 1. This script will hold a number of placeholders for your CDM V4 and CDMV5 - database/schema. In order to make this file work in your environment, you - should plan to do a global "FIND AND REPLACE" on this file to fill in the - file with values that pertain to your environment. The following are the - tokens you should use when doing your "FIND AND REPLACE" operation: - - a. [SOURCE_CDMV4] - b. [SOURCE_CDMV4].[SCHEMA] - c. [TARGET_CDMV5] - d. [TARGET_CDMV5].[SCHEMA] - - 2. Run the resulting script on your target RDBDMS. - -*********************************************************************************/ -/* SCRIPT PARAMETERS */ - -- The CDMv4 database name - -- The CDMv4 database plus schema - -- The target CDMv5 database name - -- the target CDMv5 database plus schema - -USE [TARGET_CDMV5]; - -/* - * The #concept_map table will hold the mapping of source_concept_ids to target_concept_ids - * and their respective domain_ids. As a result, the results of this table will have - * some source_concept_ids that map to multiple target_concept_ids which is expected. - * - * In some of the conversion queries below, we will use the distinct values from the - * #concept_map table since our need in those instances is to understand the domain_id - * that will provide the destination table in the target V5 database. To make the code - * easier to read, we dervied a #concept_map_distinct table that holds the distinct - * source_concept_id and target domain_id. - * - * As of the dateof this script, the following domains contain source_concept_ids that - * map to multiple target_concept_ids: - * - * Condition - * Device - * Drug - * Measurement - * Observation - * Procedure - * Spec Anatomic Site - * - * Also, as of the date which this script was authored, no source_concept_ids map to multiple domains - */ -IF OBJECT_ID('tempdb..#concept_map', 'U') IS NOT NULL - DROP TABLE #concept_map; - -/* / */ - -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id AS domain_id -INTO #concept_map -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE 1 = 0; - -/* / */ - -INSERT INTO #concept_map ---standard concepts -SELECT concept_id AS source_concept_id - ,concept_id AS target_concept_id - ,domain_id -FROM [TARGET_CDMV5].[SCHEMA].concept -WHERE standard_concept = 'S' - AND invalid_reason IS NULL - -UNION - ---concepts with 'map to' standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with another non 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Maps to') - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - A.standard_concept <> 'S' - OR A.standard_concept IS NULL - ) - OR A.invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - -UNION - ---concepts without 'map to' standard with 'is a' relation to standard -SELECT DISTINCT c1.concept_id AS source_concept_id - ,c2.concept_id AS target_concept_id - ,c2.domain_id -FROM ( - SELECT A.concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept A - LEFT JOIN ( - SELECT DISTINCT c1.concept_id - FROM ( - SELECT concept_id - FROM [TARGET_CDMV5].[SCHEMA].concept - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - ) c1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 - INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id - WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ( - 'Maps to' - ,'RxNorm replaced by' - ,'SNOMED replaced by' - ,'UCUM replaced by' - ,'Concept replaced by' - ,'ICD9P replaced by' - ,'LOINC replaced by' - ,'Concept same_as to' - ,'Concept was_a to' - ,'Concept alt_to to' - ) - AND cr1.invalid_reason IS NULL - ) B ON A.concept_id = B.concept_id - WHERE ( - ( - standard_concept <> 'S' - OR standard_concept IS NULL - ) - OR invalid_reason IS NOT NULL - ) - AND B.concept_id IS NULL - ) c1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept_relationship cr1 ON c1.concept_id = cr1.concept_id_1 -INNER JOIN [TARGET_CDMV5].[SCHEMA].concept c2 ON cr1.concept_id_2 = c2.concept_id -WHERE c2.standard_concept = 'S' - AND c2.invalid_reason IS NULL - AND cr1.relationship_id IN ('Is a') - AND cr1.invalid_reason IS NULL; - -IF OBJECT_ID('tempdb..#concept_map_distinct', 'U') IS NOT NULL - DROP TABLE #concept_map_distinct; - -/* / */ - -SELECT source_concept_id - ,domain_id - ,COUNT(*) AS targetConceptCount -INTO #concept_map_distinct -FROM #concept_map -WHERE 1 = 0 -GROUP BY source_concept_id - ,domain_id; - -/* / */ - -INSERT INTO #concept_map_distinct -SELECT source_concept_id - ,domain_id - ,COUNT(*) -FROM #concept_map -GROUP BY source_concept_id - ,domain_id; - -IF OBJECT_ID('[TARGET_CDMV5].[SCHEMA].ETL_WARNINGS', 'U') IS NOT NULL - DROP TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS; - -/* / */ - -CREATE TABLE [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE VARCHAR(4000)); -/* / */ - -/**** - -CDM_SOURCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].cdm_source ( - cdm_source_name - ,cdm_version - ,vocabulary_version - ,cdm_release_date - ) -SELECT '[TARGET_CDMV5]' - ,'V5' - ,v.vocabulary_version - ,getDate() -FROM [TARGET_CDMV5].[SCHEMA].vocabulary v -WHERE vocabulary_id = 'Vocabulary'; - -/**** - -LOCATION - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].location -SELECT location_id - ,address_1 - ,address_2 - ,city - ,STATE - ,zip - ,county - ,location_source_value -FROM [SOURCE_CDMV4].[SCHEMA].LOCATION; - -/**** - -CARE_SITE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].care_site -SELECT care_site_id - ,cast(NULL AS VARCHAR(255)) AS care_site_name - ,place_of_service_concept_id - ,location_id - ,care_site_source_value - ,place_of_service_source_value -FROM [SOURCE_CDMV4].[SCHEMA].CARE_SITE; - -/**** - -Provider - -****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].provider -SELECT provider_id - ,cast(NULL AS VARCHAR(255)) AS provider_name - ,NPI - ,DEA - ,specialty_concept_id - ,care_site_id - ,cast(NULL AS INT) AS year_of_birth - ,cast(NULL AS INT) AS gender_concept_id - ,provider_source_value - ,specialty_source_value - ,0 AS specialty_source_concept_id - ,cast(NULL AS VARCHAR(50)) AS gender_source_value - ,cast(NULL AS INT) AS gender_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].provider; - -/**** - - PERSON - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].person -SELECT person_id - ,coalesce(gender.target_concept_id, 0) AS gender_concept_id - ,year_of_birth - ,month_of_birth - ,day_of_birth - ,CAST(NULL AS VARCHAR(10)) time_of_birth - ,coalesce(race.target_concept_id, 0) AS race_concept_id - ,coalesce(ethnicity.target_concept_id, 0) AS ethnicity_concept_id - ,location_id - ,provider_id - ,care_site_id - ,person_source_value - ,gender_source_value - ,CAST(NULL AS INT) gender_source_concept_id - ,CAST(NULL AS INT) race_source_value - ,CAST(NULL AS INT) race_source_concept_id - ,ethnicity_source_value - ,CAST(NULL AS INT) ethnicity_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].PERSON p -LEFT JOIN #concept_map gender ON LOWER(gender.DOMAIN_ID) IN ('gender') - AND p.gender_concept_id = gender.source_concept_id -LEFT JOIN #concept_map race ON LOWER(race.DOMAIN_ID) IN ('race') - AND p.race_concept_id = race.source_concept_id -LEFT JOIN #concept_map ethnicity ON LOWER(ethnicity.DOMAIN_ID) IN ('ethnicity') - AND p.ETHNICITY_CONCEPT_ID = ethnicity.source_concept_id; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid GENDER_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE GENDER_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('gender') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid RACE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE RACE_CONCEPT_ID IS NOT NULL - AND RACE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('race') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PERSON: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid ETHNICITY_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PERSON - WHERE ETHNICITY_CONCEPT_ID IS NOT NULL - AND ETHNICITY_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('ethnicity') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - OBSERVATION_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation_period -SELECT observation_period_id - ,person_id - ,observation_period_start_date - ,observation_period_end_date - ,44814722 AS period_type_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION_PERIOD; - -/**** - - DEATH - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].death -SELECT person_id - ,death_date - ,COALESCE(death_type_concept_id, 0) AS death_type_concept_id - ,cause_of_death_concept_id AS cause_concept_id - ,cause_of_death_source_value AS cause_source_value - ,CAST(NULL AS INT) AS cause_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].DEATH -LEFT JOIN #concept_map_distinct cm1 ON DEATH.DEATH_TYPE_CONCEPT_ID = CM1.SOURCE_CONCEPT_ID - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DEATH: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DEATH_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DEATH - WHERE DEATH_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('death type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - VISIT_OCCURRENCE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].visit_occurrence -SELECT visit_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS visit_concept_id - ,visit_start_date - ,CAST(NULL AS VARCHAR(10)) visit_start_time - ,visit_end_date - ,CAST(NULL AS VARCHAR(10)) visit_end_time - ,44818517 AS visit_type_concept_id - ,CAST(NULL AS INT) provider_id - ,care_site_id - ,place_of_service_source_value AS visit_source_value - ,CAST(NULL AS INT) visit_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE -LEFT JOIN #concept_map cm1 ON VISIT_OCCURRENCE.PLACE_OF_SERVICE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('visit'); - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'VISIT_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid VISIT_CONCEPT_ID (from the CDMv4 PLACE_OF_SERVICE_CONCEPT_ID field)' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].VISIT_OCCURRENCE - WHERE PLACE_OF_SERVICE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('visit') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - PROCEDURE_OCCURRENCE - - ****/ -IF OBJECT_ID('tempdb..#po_map', 'U') IS NOT NULL - DROP TABLE #po_map; - -/* / */ - -SELECT po.procedure_occurrence_id - ,po.person_id - ,po.procedure_concept_id - ,po.procedure_date - ,po.procedure_type_concept_id - ,po.modifier_concept_id - ,po.quantity - ,po.provider_id - ,po.visit_occurrence_id - ,po.procedure_source_value - ,po.procedure_source_concept_id - ,po.qualifier_source_value - ,de.drug_exposure_id AS origional_drug_id -INTO #po_map -FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence po -LEFT JOIN [TARGET_CDMV5].[SCHEMA].drug_exposure de ON 1 = 0 -WHERE 0 = 1; - -/* / */ - ---find valid procedures from procedure table -INSERT INTO #po_map -SELECT procedure_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -LEFT JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 - -UNION ALL - --- All procedures that did not map to a standard concept in V4 should also carry over to V5 -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -WHERE procedure_concept_id = 0 - -UNION ALL - --- All PROCEDURE_OCCURRENCE that do not map to a standard concept in V5 should also carry over with procedure_concept_id = 0 -SELECT procedure_occurrence_id - ,person_id - ,0 AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE -LEFT JOIN #concept_map cm1 ON procedure_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON procedure_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') -WHERE procedure_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ,origional_drug_id -FROM ( - --find valid procedures from procedure table that map to more than 1 - --target concept in V5 - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS procedure_concept_id - ,procedure_date - ,COALESCE(cm2.target_concept_id, 0) AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value - ,CAST(NULL AS INT) procedure_source_concept_id - ,NULL qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON PROCEDURE_OCCURRENCE.PROCEDURE_CONCEPT_ID = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON PROCEDURE_OCCURRENCE.PROCEDURE_TYPE_CONCEPT_ID = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('procedure type', 'Type Concept') - - UNION ALL - - --find procedures that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,condition_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,condition_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - - UNION ALL - - --find procedures that were previously classified as drug - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,drug_exposure_start_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,drug_exposure_id AS origional_drug_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - --find procedures that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS procedure_concept_id - ,observation_date AS procedure_date - ,0 AS procedure_type_concept_id - ,CAST(NULL AS INT) AS modifier_concept_id - ,CAST(NULL AS INT) AS quantity - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS procedure_source_value - ,CAST(NULL AS INT) AS procedure_source_concept_id - ,NULL AS qualifier_source_value - ,CAST(NULL AS INT) AS origional_drug_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('procedure') - ) OTHERS - ,( - SELECT MAX(PROCEDURE_OCCURRENCE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_occurrence ( - procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value - ) -SELECT procedure_occurrence_id - ,person_id - ,procedure_concept_id - ,procedure_date - ,procedure_type_concept_id - ,modifier_concept_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,procedure_source_value - ,procedure_source_concept_id - ,qualifier_source_value -FROM #po_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'PROCEDURE_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid PROCOEDURE_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - WHERE PROCEDURE_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('procedure type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DRUG_EXPOSURE - - ****/ ---find valid drugs from drug_exposure table -IF OBJECT_ID('tempdb..#drgexp_map', 'U') IS NOT NULL - DROP TABLE #drgexp_map; - -/* / */ - -SELECT de.drug_exposure_id - ,de.person_id - ,de.drug_concept_id - ,de.drug_exposure_start_date - ,de.drug_exposure_end_date - ,de.drug_type_concept_id - ,de.stop_reason - ,de.refills - ,de.quantity - ,de.days_supply - ,de.sig - ,de.route_concept_id - ,de.effective_drug_dose - ,de.dose_unit_concept_id - ,de.lot_number - ,de.provider_id - ,de.visit_occurrence_id - ,de.drug_source_value - ,de.drug_source_concept_id - ,de.route_source_value - ,de.dose_unit_source_value - ,po.procedure_occurrence_id AS origional_procedure_id -INTO #drgexp_map -FROM [TARGET_CDMV5].[SCHEMA].drug_exposure de -LEFT JOIN [TARGET_CDMV5].[SCHEMA].procedure_occurrence po ON 1 = 0 -WHERE 0 = 1; - -/* / */ - -INSERT INTO #drgexp_map -SELECT drug_exposure_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -INNER JOIN #concept_map_distinct cmdis2 ON cm2.source_concept_id = cmdis2.source_concept_id - AND cm2.domain_id = cmdis2.domain_id - AND cmdis2.targetConceptCount = 1 -WHERE drug_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All drug exposures that did not map to a standard concept in V4 should also carry over to V5 -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -WHERE drug_concept_id = 0 - -UNION ALL - --- All drug exposures that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT drug_exposure_id - ,person_id - ,0 - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE -LEFT JOIN #concept_map cm1 ON drug_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') -WHERE drug_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ,origional_procedure_id -FROM ( - --find valid drugs from drug_exposure table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,COALESCE(cm2.target_concept_id, 0) drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,CAST(NULL AS INT) AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON drug_exposure.drug_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('drug type', 'Type Concept') - - UNION ALL - - --find drugs that were previously classified as condition - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,condition_start_date AS drug_exposure_start_date - ,NULL AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,condition_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as procedure - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,procedure_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,procedure_occurrence_id AS origional_procedure_id - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - --find drugs that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS drug_concept_id - ,observation_date AS drug_exposure_start_date - ,CAST(NULL AS DATE) AS drug_exposure_end_date - ,0 AS drug_type_concept_id - ,NULL AS stop_reason - ,CAST(NULL AS INT) AS refills - ,CAST(NULL AS FLOAT) AS quantity - ,CAST(NULL AS INT) AS days_supply - ,NULL AS sig - ,CAST(NULL AS INT) AS route_concept_id - ,CAST(NULL AS FLOAT) AS effective_drug_dose - ,CAST(NULL AS INT) AS dose_unit_concept_id - ,NULL AS lot_number - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,observation_source_value AS drug_source_value - ,CAST(NULL AS INT) AS drug_source_concept_id - ,NULL AS route_source_value - ,NULL AS dose_unit_source_value - ,CAST(NULL AS INT) AS origional_procedure_id - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('drug') - ) OTHERS - ,( - SELECT MAX(DRUG_EXPOSURE_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - ) MAXROW; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_exposure ( - drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value - ) -SELECT drug_exposure_id - ,person_id - ,drug_concept_id - ,drug_exposure_start_date - ,drug_exposure_end_date - ,drug_type_concept_id - ,stop_reason - ,refills - ,quantity - ,days_supply - ,sig - ,route_concept_id - ,effective_drug_dose - ,dose_unit_concept_id - ,lot_number - ,provider_id - ,visit_occurrence_id - ,drug_source_value - ,drug_source_concept_id - ,route_source_value - ,dose_unit_source_value -FROM #drgexp_map; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'DRUG_EXPOSURE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid DRUG_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - WHERE DRUG_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('drug type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - CONDITION_OCCURRENCE - - ****/ ---find valid conditions from condition_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_occurrence -SELECT condition_occurrence_id - ,person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') -INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount = 1 -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - -UNION ALL - --- All conditions that did not map to a standard concept in V4 should also carry over to V5 -SELECT condition_occurrence_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(condition_type_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -WHERE condition_concept_id = 0 - -UNION ALL - --- All conditions that do not map to a standard concept in V5 should also carry over with condition_concept_id = 0 -SELECT condition_occurrence_id - ,person_id - ,0 AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id -FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE -LEFT JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id -LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') -WHERE condition_concept_id <> 0 - AND cm1.domain_id IS NULL - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_exposure_id - ,person_id - ,condition_concept_id - ,condition_start_date - ,condition_end_date - ,condition_type_concept_id - ,stop_reason - ,provider_id - ,visit_occurrence_id - ,condition_source_value - ,condition_source_concept_id -FROM ( - --find valid conditions from condition_occurrence table that map to > 1 target concept - SELECT person_id - ,COALESCE(cm1.target_concept_id, 0) AS condition_concept_id - ,condition_start_date - ,condition_end_date - ,COALESCE(cm2.target_concept_id, 0) AS condition_type_concept_id - ,stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,NULL AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - INNER JOIN #concept_map_distinct cmdis ON cm1.source_concept_id = cmdis.source_concept_id - AND cm1.domain_id = cmdis.domain_id - AND cmdis.targetConceptCount > 1 - LEFT JOIN #concept_map cm2 ON condition_occurrence.condition_type_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('condition type', 'Type Concept') - WHERE condition_concept_id > 0 -- This condition will map those concepts that were mapped to valid concepts in V4 - - UNION ALL - - --find conditions that were previously classified as procedure - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,procedure_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,procedure_occurrence_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as drug - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,drug_exposure_start_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,drug_exposure_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - --find conditions that were previously classified as observation - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS condition_concept_id - ,observation_date AS condition_start_date - ,NULL AS condition_end_date - ,0 AS condition_type_concept_id - ,NULL AS stop_reason - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value AS condition_source_value - ,CAST(NULL AS INT) condition_source_concept_id - ,observation_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('condition') - ) OTHERS - ,( - SELECT MAX(condition_occurrence_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - ) MAXROW; - ---warnings of invalid records -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDITION_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR STANDARD_CONCEPT = 'S' - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -INSERT INTO [TARGET_CDMV5].[SCHEMA].ETL_WARNINGS (WARNING_MESSAGE) -SELECT 'CONDIITON_OCCURRENCE: ' + CAST(NUM_INVALID_RECORDS AS VARCHAR) + ' records in the source CDMv4 database have invalid CONDITION_TYPE_CONCEPT_ID' -FROM ( - SELECT COUNT(PERSON_ID) AS NUM_INVALID_RECORDS - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - WHERE CONDITION_TYPE_CONCEPT_ID NOT IN ( - SELECT CONCEPT_ID - FROM [TARGET_CDMV5].[SCHEMA].CONCEPT - WHERE CONCEPT_ID = 0 - OR ( - STANDARD_CONCEPT = 'S' - AND LOWER(DOMAIN_ID) IN ('condition type', 'Type Concept') - ) - ) - HAVING COUNT(PERSON_ID) > 0 - ) warn; - -/**** - - DEVICE_EXPOSURE - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].device_exposure -SELECT row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS device_exposure_id - ,person_id - ,device_concept_id - ,device_exposure_start_date - ,device_exposure_end_date - ,device_type_concept_id - ,unique_device_id - ,quantity - ,provider_id - ,visit_occurrence_id - ,device_source_value - ,device_source_concept_id -FROM ( - --find devices that were previously classified as procedures - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,PROCEDURE_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,PROCEDURE_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,PROCEDURE_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as drug exposure - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,quantity - ,PRESCRIBING_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,DRUG_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,DRUG_EXPOSURE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as conditions - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,CONDITION_START_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,CONDITION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,CONDITION_OCCURRENCE_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - --find devices that were previously classified as observations - - UNION ALL - - SELECT PERSON_ID - ,cm1.target_concept_id AS DEVICE_CONCEPT_ID - ,OBSERVATION_DATE AS DEVICE_EXPOSURE_START_DATE - ,CAST(NULL AS DATE) AS DEVICE_EXPOSURE_END_DATE - ,0 AS DEVICE_TYPE_CONCEPT_ID - ,CAST(NULL AS VARCHAR(50)) unique_device_id - ,CAST(NULL AS INT) quantity - ,ASSOCIATED_PROVIDER_ID AS PROVIDER_ID - ,VISIT_OCCURRENCE_ID - ,OBSERVATION_SOURCE_VALUE AS DEVICE_SOURCE_VALUE - ,0 AS device_source_concept_id - ,OBSERVATION_ID AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('device') - ) OTHERS; - -/**** - - MEASUREMENT - - ****/ ---find valid measurements from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].measurement -SELECT row_number() OVER ( - ORDER BY occurrence_id - ) AS measurement_id - ,person_id - ,measurement_concept_id - ,measurement_date - ,measurement_time - ,measurement_type_concept_id - ,operator_concept_id - ,value_as_number - ,value_as_concept_id - ,unit_concept_id - ,range_low - ,range_high - ,provider_id - ,visit_occurrence_id - ,measurement_source_value - ,measurement_source_concept_id - ,unit_source_value - ,value_source_value -FROM ( - --find mesaurements that were previously classified as observations - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,OBSERVATION_DATE AS measurement_date - ,CAST(OBSERVATION_TIME AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) operator_concept_id - ,value_as_number - ,value_as_concept_id - ,COALESCE(cm2.target_concept_id, 0) AS unit_concept_id - ,range_low - ,range_high - ,ASSOCIATED_PROVIDER_ID AS provider_id - ,visit_occurrence_id - ,OBSERVATION_SOURCE_VALUE AS measurement_source_value - ,CAST(NULL AS INT) measurement_source_concept_id - ,unit_source_value AS unit_source_value - ,cast(NULL AS VARCHAR(50)) AS value_source_value - ,observation_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - INNER JOIN #concept_map cm1 ON observation.observation_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - LEFT JOIN #concept_map cm2 ON observation.unit_concept_id = cm2.source_concept_id - AND LOWER(cm2.domain_id) IN ('unit') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,procedure_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,condition_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS measurement_concept_id - ,drug_exposure_start_date AS measurement_date - ,CAST(NULL AS VARCHAR(50)) AS measurement_time - ,0 AS measurement_type_concept_id - ,CAST(NULL AS INT) AS operator_concept_id - ,CAST(NULL AS INT) AS value_as_number - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS range_low - ,CAST(NULL AS INT) AS range_high - ,prescribing_provider_id AS provider_id - ,visit_occurrence_id - ,drug_source_value AS measurement_source_value - ,CAST(NULL AS INT) AS measurement_source_concept_id - ,CAST(NULL AS VARCHAR(50)) AS unit_source_value - ,CAST(NULL AS VARCHAR(50)) AS value_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('measurement') - ) OTHERS; - -/**** - - OBSERVATION - - ****/ ---find valid observation from observation table -INSERT INTO [TARGET_CDMV5].[SCHEMA].observation -SELECT observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,CAST(observation_time AS VARCHAR(50)) AS observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value -FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION -WHERE observation_concept_id NOT IN ( - SELECT source_concept_id - FROM #concept_map_distinct - WHERE LOWER(domain_id) IN ( - 'condition' - ,'drug' - ,'procedure' - ,'device' - ,'measurement' - ) - ) ---find observations that were previously classified as procedure - -UNION ALL - -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS observation_id - ,person_id - ,observation_concept_id - ,observation_date - ,observation_time - ,observation_type_concept_id - ,value_as_number - ,value_as_string - ,value_as_concept_id - ,qualifier_concept_id - ,unit_concept_id - ,provider_id - ,visit_occurrence_id - ,observation_source_value - ,observation_source_concept_id - ,unit_source_value - ,qualifier_source_value -FROM ( - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,procedure_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE - INNER JOIN #concept_map cm1 ON procedure_occurrence.procedure_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - --find observations that were previously classified as condition - - UNION ALL - - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,condition_start_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,associated_provider_id AS provider_id - ,visit_occurrence_id - ,condition_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,condition_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].CONDITION_OCCURRENCE - INNER JOIN #concept_map cm1 ON condition_occurrence.condition_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find DRG observations that were previously classified as procedure_cost - SELECT po.person_id - ,cm1.target_concept_id AS observation_concept_id - ,po.procedure_date AS observation_date - ,CAST(NULL AS VARCHAR(50)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,po.associated_provider_id AS provider_id - ,po.visit_occurrence_id - ,pc.DISEASE_CLASS_SOURCE_VALUE AS observation_source_value - ,cm1.source_concept_id as observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,po.procedure_occurrence_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po ON pc.PROCEDURE_OCCURRENCE_ID = po.PROCEDURE_OCCURRENCE_ID - INNER JOIN #concept_map cm1 ON pc.disease_class_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - - UNION ALL - - --find observations that were previously classified as drug exposure - SELECT person_id - ,cm1.target_concept_id AS observation_concept_id - ,drug_exposure_start_date AS observation_date - ,CAST(NULL AS VARCHAR(10)) AS observation_time - ,0 AS observation_type_concept_id - ,CAST(NULL AS FLOAT) AS value_as_number - ,NULL AS value_as_string - ,CAST(NULL AS INT) AS value_as_concept_id - ,CAST(NULL AS INT) qualifier_concept_id - ,CAST(NULL AS INT) AS unit_concept_id - ,CAST(NULL AS INT) AS provider_id - ,visit_occurrence_id - ,drug_source_value AS observation_source_value - ,CAST(NULL AS INT) observation_source_concept_id - ,NULL AS unit_source_value - ,cast(NULL AS VARCHAR(50)) qualifier_source_value - ,drug_exposure_id AS occurrence_id - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE - INNER JOIN #concept_map cm1 ON drug_exposure.drug_concept_id = cm1.source_concept_id - AND LOWER(cm1.domain_id) IN ('observation') - ) OTHERS - ,( - SELECT MAX(OBSERVATION_ID) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].OBSERVATION - ) MAXROW; - -/**** - - PAYER_PLAN_PERIOD - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].payer_plan_period -SELECT payer_plan_period_id - ,person_id - ,payer_plan_period_start_date - ,payer_plan_period_end_date - ,payer_source_value - ,plan_source_value - ,family_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PAYER_PLAN_PERIOD; - -/**** - - DRUG_COST - - note : if there were invalid drug concepts in DRUG_EXPOSURE, those records may not enter CDMv5 but costs will persist - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT drug_cost_id - ,dc.drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc; - --- insert procedure costs for procedures that were inserted into the drug_exposure table -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS drug_cost_id - ,drug_exposure_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,ingredient_cost - ,dispensing_fee - ,average_wholesale_price - ,payer_plan_period_id -FROM ( - SELECT drug_exposure_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,procedure_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_OCCURRENCE po - INNER JOIN [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST pc ON po.procedure_occurrence_id = pc.procedure_occurrence_id - --JOIN dbo.drug_exposure de on de.person_id = po.person_id and pc.procedure_occurrence_id = de.origional_procedure_id - INNER JOIN #drgexp_map de ON de.person_id = po.person_id - AND pc.procedure_occurrence_id = de.origional_procedure_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - - PROCEDURE_COST - - note : if there were invalid procedure concepts in PROCEDURE_OCCURRENCE, those records may not enter CDMv5 but costs will persist - - - ****/ -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM [SOURCE_CDMV4].[SCHEMA].PROCEDURE_COST; - --- insert drug costs for drugs that were inserted into the procedure_occurrence table -INSERT INTO [TARGET_CDMV5].[SCHEMA].procedure_cost -SELECT CASE - WHEN MAXROW.MAXROWID IS NULL - THEN 0 - ELSE MAXROW.MAXROWID - END + row_number() OVER ( - ORDER BY OCCURRENCE_ID - ) AS procedure_cost_id - ,procedure_occurrence_id - ,cast(NULL AS INT) currency_concept_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,payer_plan_period_id - ,revenue_code_concept_id - ,revenue_code_source_value -FROM ( - SELECT po.procedure_occurrence_id - ,po.person_id - ,paid_copay - ,paid_coinsurance - ,paid_toward_deductible - ,paid_by_payer - ,paid_by_coordination_benefits - ,total_out_of_pocket - ,total_paid - ,CAST(NULL AS FLOAT) AS ingredient_cost - ,CAST(NULL AS FLOAT) AS dispensing_fee - ,CAST(NULL AS FLOAT) AS average_wholesale_price - ,payer_plan_period_id - ,CAST(NULL AS INT) AS revenue_code_concept_id - ,CAST(NULL AS INT) AS revenue_code_source_value - ,drug_cost_id AS OCCURRENCE_ID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_EXPOSURE de - INNER JOIN [SOURCE_CDMV4].[SCHEMA].DRUG_COST dc ON de.drug_exposure_id = dc.drug_exposure_id - --JOIN dbo.procedure_occurrence po on de.person_id = po.person_id and de.drug_exposure_id = po.origional_drug_id - INNER JOIN #po_map po ON de.person_id = po.person_id - AND de.drug_exposure_id = po.origional_drug_id - ) OTHERS - ,( - SELECT MAX(drug_cost_id) AS MAXROWID - FROM [SOURCE_CDMV4].[SCHEMA].DRUG_COST - ) MAXROW; - -/**** - -DRUG ERA -Note: Eras derived from DRUG_EXPOSURE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#cteDrugTarget', 'U') IS NOT NULL - DROP TABLE #cteDrugTarget; - -/* / */ - --- Normalize DRUG_EXPOSURE_END_DATE to either the existing drug exposure end date, or add days supply, or add 1 day to the start date -SELECT d.DRUG_EXPOSURE_ID - ,d.PERSON_ID - ,c.CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE - ,COALESCE(DRUG_EXPOSURE_END_DATE, DATEADD(day, DAYS_SUPPLY, DRUG_EXPOSURE_START_DATE), DATEADD(day, 1, DRUG_EXPOSURE_START_DATE)) AS DRUG_EXPOSURE_END_DATE - ,c.CONCEPT_ID AS INGREDIENT_CONCEPT_ID -INTO #cteDrugTarget -FROM [TARGET_CDMV5].[SCHEMA].DRUG_EXPOSURE d -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT_ANCESTOR ca ON ca.DESCENDANT_CONCEPT_ID = d.DRUG_CONCEPT_ID -INNER JOIN [TARGET_CDMV5].[SCHEMA].CONCEPT c ON ca.ANCESTOR_CONCEPT_ID = c.CONCEPT_ID -WHERE c.VOCABULARY_ID = 'RxNorm' - AND c.CONCEPT_CLASS_ID = 'Ingredient'; - -/* / */ - -IF OBJECT_ID('tempdb..#cteEndDates', 'U') IS NOT NULL - DROP TABLE #cteEndDates; - -/* / */ - -SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,0 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - - UNION ALL - - -- add the end dates with NULL as the row number, padding the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DATEADD(day, 30, DRUG_EXPOSURE_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteDrugTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,INGREDIENT_CONCEPT_ID - ,DRUG_EXPOSURE_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,INGREDIENT_CONCEPT_ID ORDER BY DRUG_EXPOSURE_START_DATE - ) AS START_ORDINAL - FROM #cteDrugTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.INGREDIENT_CONCEPT_ID = E2.INGREDIENT_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.INGREDIENT_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE 2 * E.START_ORDINAL - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteDrugExpEnds', 'U') IS NOT NULL - DROP TABLE #cteDrugExpEnds; - -/* / */ - -SELECT d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteDrugExpEnds -FROM #cteDrugTarget d -INNER JOIN #cteEndDates e ON d.PERSON_ID = e.PERSON_ID - AND d.INGREDIENT_CONCEPT_ID = e.INGREDIENT_CONCEPT_ID - AND e.END_DATE >= d.DRUG_EXPOSURE_START_DATE -GROUP BY d.PERSON_ID - ,d.INGREDIENT_CONCEPT_ID - ,d.DRUG_TYPE_CONCEPT_ID - ,d.DRUG_EXPOSURE_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].drug_era -SELECT row_number() OVER ( - ORDER BY person_id - ) AS drug_era_id - ,person_id - ,INGREDIENT_CONCEPT_ID - ,min(DRUG_EXPOSURE_START_DATE) AS drug_era_start_date - ,ERA_END_DATE - ,COUNT(*) AS DRUG_EXPOSURE_COUNT - ,30 AS gap_days -FROM #cteDrugExpEnds -GROUP BY person_id - ,INGREDIENT_CONCEPT_ID - ,drug_type_concept_id - ,ERA_END_DATE; - -/**** - -CONDITION ERA -Note: Eras derived from CONDITION_OCCURRENCE table, using 30d gap - - ****/ -IF OBJECT_ID('tempdb..#condition_era_phase_1', 'U') IS NOT NULL - DROP TABLE #condition_era_phase_1; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionTarget', 'U') IS NOT NULL - DROP TABLE #cteConditionTarget; - -/* / */ - --- create base eras from the concepts found in condition_occurrence -SELECT co.PERSON_ID - ,co.condition_concept_id - ,co.CONDITION_START_DATE - ,COALESCE(co.CONDITION_END_DATE, DATEADD(day, 1, CONDITION_START_DATE)) AS CONDITION_END_DATE -INTO #cteConditionTarget -FROM [TARGET_CDMV5].[SCHEMA].CONDITION_OCCURRENCE co; - -/* / */ - -IF OBJECT_ID('tempdb..#cteCondEndDates', 'U') IS NOT NULL - DROP TABLE #cteCondEndDates; - -/* / */ - -SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, - 30, EVENT_DATE) AS END_DATE -- unpad the end date -INTO #cteCondEndDates -FROM ( - SELECT E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,COALESCE(E1.START_ORDINAL, MAX(E2.START_ORDINAL)) START_ORDINAL - ,E1.OVERALL_ORD - FROM ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,EVENT_DATE - ,EVENT_TYPE - ,START_ORDINAL - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY EVENT_DATE - ,EVENT_TYPE - ) AS OVERALL_ORD -- this re-numbers the inner UNION so all rows are numbered ordered by the event date - FROM ( - -- select the start dates, assigning a row number to each - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,- 1 AS EVENT_TYPE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - - UNION ALL - - -- pad the end dates by 30 to allow a grace period for overlapping ranges. - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,DATEADD(day, 30, CONDITION_END_DATE) - ,1 AS EVENT_TYPE - ,NULL - FROM #cteConditionTarget - ) RAWDATA - ) E1 - INNER JOIN ( - SELECT PERSON_ID - ,CONDITION_CONCEPT_ID - ,CONDITION_START_DATE AS EVENT_DATE - ,ROW_NUMBER() OVER ( - PARTITION BY PERSON_ID - ,CONDITION_CONCEPT_ID ORDER BY CONDITION_START_DATE - ) AS START_ORDINAL - FROM #cteConditionTarget - ) E2 ON E1.PERSON_ID = E2.PERSON_ID - AND E1.CONDITION_CONCEPT_ID = E2.CONDITION_CONCEPT_ID - AND E2.EVENT_DATE <= E1.EVENT_DATE - GROUP BY E1.PERSON_ID - ,E1.CONDITION_CONCEPT_ID - ,E1.EVENT_DATE - ,E1.START_ORDINAL - ,E1.OVERALL_ORD - ) E -WHERE (2 * E.START_ORDINAL) - E.OVERALL_ORD = 0; - -/* / */ - -IF OBJECT_ID('tempdb..#cteConditionEnds', 'U') IS NOT NULL - DROP TABLE #cteConditionEnds; - -/* / */ - -SELECT c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE - ,MIN(e.END_DATE) AS ERA_END_DATE -INTO #cteConditionEnds -FROM #cteConditionTarget c -INNER JOIN #cteCondEndDates e ON c.PERSON_ID = e.PERSON_ID - AND c.CONDITION_CONCEPT_ID = e.CONDITION_CONCEPT_ID - AND e.END_DATE >= c.CONDITION_START_DATE -GROUP BY c.PERSON_ID - ,c.CONDITION_CONCEPT_ID - ,c.CONDITION_START_DATE; - -/* / */ - -INSERT INTO [TARGET_CDMV5].[SCHEMA].condition_era ( - condition_era_id - ,person_id - ,condition_concept_id - ,condition_era_start_date - ,condition_era_end_date - ,condition_occurrence_count - ) -SELECT row_number() OVER ( - ORDER BY person_id - ) AS condition_era_id - ,person_id - ,CONDITION_CONCEPT_ID - ,min(CONDITION_START_DATE) AS CONDITION_ERA_START_DATE - ,ERA_END_DATE AS CONDITION_ERA_END_DATE - ,COUNT(*) AS CONDITION_OCCURRENCE_COUNT -FROM #cteConditionEnds -GROUP BY person_id - ,CONDITION_CONCEPT_ID - ,ERA_END_DATE; - -/**** - -QUALITY ASSURANCE OUTPUT - -Note: These queries are used to provide some basic stats around row counts between your V4 and V5 database - to ensure that all of the data has migrated as expected. - - ****/ - -IF OBJECT_ID('tempdb..#v5_stats', 'U') IS NOT NULL - DROP TABLE #v5_stats; - -/* / */ - -IF OBJECT_ID('tempdb..#v4_stats', 'U') IS NOT NULL - DROP TABLE #v4_stats; - -/* / */ - --- Get the row counts for each table that is in scope for the migration -SELECT * -INTO #v4_stats -FROM -( - SELECT '[SOURCE_CDMV4]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].care_site - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].condition_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].death - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_era - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].drug_exposure - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].location - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].observation_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].payer_plan_period - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].person - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_cost - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].procedure_occurrence - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].provider - UNION - SELECT '[SOURCE_CDMV4]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [SOURCE_CDMV4].[SCHEMA].visit_occurrence -) v4_stats; - -/* / */ - -SELECT * -INTO #v5_stats -FROM -( - SELECT '[TARGET_CDMV5]' AS DBName, 'care_site' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].care_site - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'condition_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].condition_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'death' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].death - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'device_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].device_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_era' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_era - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'drug_exposure' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].drug_exposure - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'location' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].location - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'measurement' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].measurement - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'observation_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].observation_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'payer_plan_period' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].payer_plan_period - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'person' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].person - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_cost' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_cost - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'procedure_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].procedure_occurrence - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'provider' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].provider - UNION - SELECT '[TARGET_CDMV5]' AS DBName, 'visit_occurrence' AS TableName, COUNT(*) as row_count FROM [TARGET_CDMV5].[SCHEMA].visit_occurrence -) v5_stats; - -/* / */ - --- Show the results -select - 'Rowcounts for each database and table', - ISNULL(V4.DBName, 'None') v4_database_name, - v4.TableName v4_table_name, - v4.row_count v4_row_count, - ISNULL(v5.DBName, 'None') v5_database_name, - v5.TableName v5_table_name, - v5.row_count v5_row_count, - ISNULL(v5.row_count, 0) - ISNULL(v4.row_count, 0) row_count_change -from #v4_stats v4 -full outer join #v5_stats v5 ON v4.TableName = v5.TableName -order by v5.TableName; - -/* - * Determine how the vocabulary/domains helped to map from the V4 source - * tables to the V5 destinations - */ -IF OBJECT_ID('tempdb..#classification_map', 'U') IS NOT NULL - DROP TABLE #classification_map; - -/* / */ - -SELECT * -INTO #classification_map -FROM -( - SELECT 'Condition_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'condition') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Condition_Occurrence CO - LEFT JOIN #concept_map CM ON co.condition_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'condition') - UNION - SELECT 'Drug_Exposure' TableName, ISNULL(LOWER(cm.domain_id), 'drug') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Drug_Exposure de - LEFT JOIN #concept_map CM ON de.drug_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'drug') - UNION - SELECT 'Observation' TableName, ISNULL(LOWER(cm.domain_id), 'observation') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Observation o - LEFT JOIN #concept_map CM ON o.observation_concept_id = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'observation') - UNION - SELECT 'Procedure_Occurrence' TableName, ISNULL(LOWER(cm.domain_id), 'procedure') domain_id, COUNT(*) row_count - FROM [SOURCE_CDMV4].[SCHEMA].Procedure_Occurrence po - LEFT JOIN #concept_map CM ON po.PROCEDURE_CONCEPT_ID = cm.source_concept_id - GROUP BY ISNULL(LOWER(cm.domain_id), 'procedure') -) A -; - -/* / */ - -select * -from #classification_map -order by tablename, domain_id; - -select domain_id, SUM(row_count) -from #classification_map -group by domain_id -order by domain_id; \ No newline at end of file diff --git a/Version4/Oracle/CDM V4 DDL.sql b/Version4/Oracle/CDM V4 DDL.sql deleted file mode 100644 index 5c4b794..0000000 --- a/Version4/Oracle/CDM V4 DDL.sql +++ /dev/null @@ -1,310 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 5.0 for Oracle database - -last revised: 1 Mar 2015 - -author: Christian Reich - - -*************************/ - -CREATE TABLE concept -( - concept_id INTEGER NOT NULL, - concept_name VARCHAR2(256 BYTE) NOT NULL, - concept_level NUMBER NOT NULL, - concept_class VARCHAR2(60 BYTE) NOT NULL, - vocabulary_id INTEGER NOT NULL, - concept_code VARCHAR2(40 BYTE) NOT NULL, - valid_start_date DATE NOT NULL, - valid_end_date DATE DEFAULT '31-Dec-2099' NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -COMMENT ON TABLE concept IS 'A list of all valid terminology concepts across domains and their attributes. Concepts are derived from existing standards.'; - -COMMENT ON COLUMN concept.concept_id IS 'A system-generated identifier to uniquely identify each concept across all concept types.'; - -COMMENT ON COLUMN concept.concept_name IS 'An unambiguous, meaningful and descriptive name for the concept.'; - -COMMENT ON COLUMN concept.concept_level IS 'The level of hierarchy associated with the concept. Different concept levels are assigned to concepts to depict their seniority in a clearly defined hierarchy, such as drugs, conditions, etc. A concept level of 0 is assigned to concepts that are not part of a standard vocabulary, but are part of the vocabulary for reference purposes (e.g. drug form).'; - -COMMENT ON COLUMN concept.concept_class IS 'The category or class of the concept along both the hierarchical tree as well as different domains within a vocabulary. Examples are ''Clinical Drug'', ''Ingredient'', ''Clinical Finding'' etc.'; - -COMMENT ON COLUMN concept.vocabulary_id IS 'A foreign key to the vocabulary table indicating from which source the concept has been adapted.'; - -COMMENT ON COLUMN concept.concept_code IS 'The concept code represents the identifier of the concept in the source data it originates from, such as SNOMED-CT concept IDs, RxNorm RXCUIs etc. Note that concept codes are not unique across vocabularies.'; - -COMMENT ON COLUMN concept.valid_start_date IS 'The date when the was first recorded.'; - -COMMENT ON COLUMN concept.valid_end_date IS 'The date when the concept became invalid because it was deleted or superseded (updated) by a new concept. The default value is 31-Dec-2099.'; - -COMMENT ON COLUMN concept.invalid_reason IS 'Concepts that are replaced with a new concept are designated "Updated" (U) and concepts that are removed without replacement are "Deprecated" (D).'; - -CREATE INDEX concept_code ON concept (concept_code, vocabulary_id); -CREATE UNIQUE INDEX XPKconcept ON concept (concept_id); - -ALTER TABLE concept ADD ( - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT XPKCONCEPT - PRIMARY KEY - (concept_id) - USING INDEX XPKCONCEPT - ENABLE VALIDATE); - ---add table RELATIONSHIP - -CREATE TABLE relationship -( - relationship_id INTEGER NOT NULL, - relationship_name VARCHAR2(256 BYTE) NOT NULL, - is_hierarchical INTEGER NOT NULL, - defines_ancestry INTEGER DEFAULT 1 NOT NULL, - reverse_relationship INTEGER -) NOLOGGING; - -COMMENT ON TABLE relationship IS 'A list of relationship between concepts. Some of these relationships are generic (e.g. "Subsumes" relationship), others are domain-specific.'; - -COMMENT ON COLUMN relationship.relationship_id IS 'The type of relationship captured by the relationship record.'; - -COMMENT ON COLUMN relationship.relationship_name IS 'The text that describes the relationship type.'; - -COMMENT ON COLUMN relationship.is_hierarchical IS 'Defines whether a relationship defines concepts into classes or hierarchies. Values are Y for hierarchical relationship or NULL if not'; - -COMMENT ON COLUMN relationship.defines_ancestry IS 'Defines whether a hierarchical relationship contributes to the concept_ancestor table. These are subsets of the hierarchical relationships. Valid values are Y or NULL.'; - -COMMENT ON COLUMN relationship.reverse_relationship IS 'relationship ID of the reverse relationship to this one. Corresponding records of reverse relationships have their concept_id_1 and concept_id_2 swapped.'; - -CREATE UNIQUE INDEX XPKRELATIONHIP_TYPE ON relationship -(relationship_id); - -ALTER TABLE relationship ADD ( - CONSTRAINT xpkrelationship_type - PRIMARY KEY - (relationship_id) - USING INDEX xpkrelationship_type - ENABLE VALIDATE); - ---add table concept_relationship - -CREATE TABLE concept_relationship -( - concept_id_1 INTEGER NOT NULL, - concept_id_2 INTEGER NOT NULL, - relationship_id INTEGER NOT NULL, - valid_start_date DATE NOT NULL, - valid_end_date DATE DEFAULT '31-Dec-2099' NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -COMMENT ON TABLE concept_relationship IS 'A list of relationship between concepts. Some of these relationships are generic (e.g. ''Subsumes'' relationship), others are domain-specific.'; - -COMMENT ON COLUMN concept_relationship.concept_id_1 IS 'A foreign key to the concept in the concept table associated with the relationship. relationships are directional, and this field represents the source concept designation.'; - -COMMENT ON COLUMN concept_relationship.concept_id_2 IS 'A foreign key to the concept in the concept table associated with the relationship. relationships are directional, and this field represents the destination concept designation.'; - -COMMENT ON COLUMN concept_relationship.relationship_id IS 'The type of relationship as defined in the relationship table.'; - -COMMENT ON COLUMN concept_relationship.valid_start_date IS 'The date when the the relationship was first recorded.'; - -COMMENT ON COLUMN concept_relationship.valid_end_date IS 'The date when the relationship became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.'; - -COMMENT ON COLUMN concept_relationship.invalid_reason IS 'Reason the relationship was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.'; - -CREATE UNIQUE INDEX xpkconcept_relationship ON concept_relationship -(concept_id_1, concept_id_2, relationship_id); - - -ALTER TABLE concept_relationship ADD ( - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CHECK ( invalid_reason IN ('D', 'U')) - ENABLE VALIDATE, - CHECK (invalid_reason in ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT xpkconcept_relationship - PRIMARY KEY - (concept_id_1, concept_id_2, relationship_id) - USING INDEX xpkconcept_relationship - ENABLE VALIDATE); - - -ALTER TABLE concept_relationship ADD ( - CONSTRAINT concept_REL_CHILD_FK - FOREIGN KEY (concept_id_2) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_REL_PARENT_FK - FOREIGN KEY (concept_id_1) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_REL_REL_type_FK - FOREIGN KEY (relationship_id) - REFERENCES relationship (relationship_id) - ENABLE VALIDATE); - ---add table concept_ancestor - -CREATE TABLE concept_ancestor -( - ancestor_concept_id INTEGER NOT NULL, - descendant_concept_id INTEGER NOT NULL, - max_levels_of_separation NUMBER, - min_levels_of_separation NUMBER -) NOLOGGING; - -COMMENT ON TABLE concept_ancestor IS 'A specialized table containing only hierarchical relationship between concepts that may span several generations.'; - -COMMENT ON COLUMN concept_ancestor.ancestor_concept_id IS 'A foreign key to the concept code in the concept table for the higher-level concept that forms the ancestor in the relationship.'; - -COMMENT ON COLUMN concept_ancestor.descendant_concept_id IS 'A foreign key to the concept code in the concept table for the lower-level concept that forms the descendant in the relationship.'; - -COMMENT ON COLUMN concept_ancestor.max_levels_of_separation IS 'The maximum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an optional attribute that is used to simplify hierarchic analysis. '; - -COMMENT ON COLUMN concept_ancestor.min_levels_of_separation IS 'The minimum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an optional attribute that is used to simplify hierarchic analysis.'; - -CREATE UNIQUE INDEX xpkconcept_ancestor ON concept_ancestor -(ancestor_concept_id, descendant_concept_id); - -ALTER TABLE concept_ancestor ADD ( - CONSTRAINT xpkconcept_ancestor - PRIMARY KEY - (ancestor_concept_id, descendant_concept_id) - USING INDEX xpkconcept_ancestor - ENABLE VALIDATE); - -ALTER TABLE concept_ancestor ADD ( - CONSTRAINT concept_ancestor_FK - FOREIGN KEY (ancestor_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE, - CONSTRAINT concept_descendant_FK - FOREIGN KEY (descendant_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table concept_synonym - -CREATE TABLE concept_synonym -( - concept_synonym_id INTEGER NOT NULL, - concept_id INTEGER NOT NULL, - concept_synonym_name VARCHAR2(1000 BYTE) NOT NULL -) NOLOGGING; - -COMMENT ON TABLE concept_synonym IS 'A table with synonyms for concepts that have more than one valid name or description.'; - -COMMENT ON COLUMN concept_synonym.concept_synonym_id IS 'A system-generated unique identifier for each concept synonym.'; - -COMMENT ON COLUMN concept_synonym.concept_id IS 'A foreign key to the concept in the concept table. '; - -COMMENT ON COLUMN concept_synonym.concept_synonym_name IS 'The alternative name for the concept.'; - -CREATE UNIQUE INDEX xpkconcept_synonym ON concept_synonym -(concept_synonym_id); - -ALTER TABLE concept_synonym ADD ( - CONSTRAINT xpkconcept_synonym - PRIMARY KEY - (concept_synonym_id) - USING INDEX xpkconcept_synonym - ENABLE VALIDATE); - -ALTER TABLE concept_synonym ADD ( - CONSTRAINT concept_synonym_concept_FK - FOREIGN KEY (concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table source_to_concept_map - -CREATE TABLE source_to_concept_map -( - source_code VARCHAR2(40 BYTE) NOT NULL, - source_vocabulary_id INTEGER NOT NULL, - source_code_description VARCHAR2(256 BYTE), - target_concept_id INTEGER NOT NULL, - target_vocabulary_id INTEGER NOT NULL, - mapping_type VARCHAR2(256 BYTE), - primary_map CHAR(1 BYTE), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason CHAR(1 BYTE) -) NOLOGGING; - -CREATE INDEX SOURCE_TO_concept_SOURCE_idX ON source_to_concept_map -(SOURCE_CODE); - -CREATE UNIQUE INDEX xpksource_to_concept_map ON source_to_concept_map -(SOURCE_vocabulary_id, TARGET_concept_id, SOURCE_CODE, valid_end_date); - -ALTER TABLE source_to_concept_map ADD ( - CHECK (primary_map in ('Y')) - ENABLE VALIDATE, - CHECK (invalid_reason in ('D', 'U')) - ENABLE VALIDATE, - CONSTRAINT xpksource_to_concept_map - PRIMARY KEY - (SOURCE_vocabulary_id, TARGET_concept_id, SOURCE_CODE, valid_end_date) - USING INDEX xpksource_to_concept_map - ENABLE VALIDATE); - -ALTER TABLE source_to_concept_map ADD ( - CONSTRAINT SOURCE_TO_concept_concept - FOREIGN KEY (TARGET_concept_id) - REFERENCES concept (concept_id) - ENABLE VALIDATE); - ---add table drug_strength - -CREATE TABLE drug_strength -( - drug_concept_id INTEGER NOT NULL, - ingredient_concept_id INTEGER NOT NULL, - amount_value NUMBER, - amount_unit VARCHAR2 (60 BYTE), - concentration_value NUMBER, - concentration_enum_unit VARCHAR2 (60 BYTE), - concentration_denom_unit VARCHAR2 (60 BYTE), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason VARCHAR2 (1 BYTE) -); - ---add table vocabulary - -CREATE TABLE VOCABULARY -( - VOCABULARY_ID INTEGER NOT NULL, - VOCABULARY_NAME VARCHAR2 (256 BYTE) NOT NULL -); - - \ No newline at end of file diff --git a/Version4/Oracle/README.md b/Version4/Oracle/README.md deleted file mode 100644 index 4b362b0..0000000 --- a/Version4/Oracle/README.md +++ /dev/null @@ -1,14 +0,0 @@ -Common-Data-Model / Oracle -================= - -This folder contains the SQL scripts for Oracle. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema using the loading scripts in VocabImport - -Note: you could also apply the constraints and the indexes after loading the data, this will speed up the insertion of the data considerably. diff --git a/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat b/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat deleted file mode 100644 index 5d621d5..0000000 --- a/Version4/Oracle/VocabImport/OMOP CDM vocabulary load - Oracle.bat +++ /dev/null @@ -1,51 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to load the Vocabulary related tables in the OMOP common data model, version 4.5 for Oracle database - -last revised: 19 Mar 2015 - -author: Lee Evans - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) If you have existing data in your CDM vocabulary tables then backup that data (if needed) and truncate those tables before loading - - -*************************/ - -sqlldr CDM/ CONTROL=CONCEPT.ctl LOG=C:\CDM\CONCEPT.log BAD=C:\CDM\CONCEPT.bad -sqlldr CDM/ CONTROL=CONCEPT_ANCESTOR.ctl LOG=C:\CDM\CONCEPT_ANCESTOR.log BAD=C:\CDM\CONCEPT_ANCESTOR.bad -sqlldr CDM/ CONTROL=CONCEPT_RELATIONSHIP.ctl LOG=C:\CDM\CONCEPT_RELATIONSHIP.log BAD=C:\CDM\CONCEPT_RELATIONSHIP.bad -sqlldr CDM/ CONTROL=CONCEPT_SYNONYM.ctl LOG=C:\CDM\CONCEPT_SYNONYM.log BAD=C:\CDM\CONCEPT_SYNONYM.bad -sqlldr CDM/ CONTROL=DRUG_STRENGTH.ctl LOG=C:\CDM\DRUG_STRENGTH.log BAD=C:\CDM\DRUG_STRENGTH.bad -sqlldr CDM/ CONTROL=RELATIONSHIP.ctl LOG=C:\CDM\RELATIONSHIP.log BAD=C:\CDM\RELATIONSHIP.bad -sqlldr CDM/ CONTROL=VOCABULARY.ctl LOG=C:\CDM\VOCABULARY.log BAD=C:\CDM\VOCABULARY.bad -sqlldr CDM/ CONTROL=SOURCE_TO_CONCEPT_MAP.ctl LOG=C:\CDM\SOURCE_TO_CONCEPT_MAP.log BAD=C:\CDM\SOURCE_TO_CONCEPT_MAP.bad diff --git a/Version4/Oracle/VocabImport/concept.ctl b/Version4/Oracle/VocabImport/concept.ctl deleted file mode 100644 index d18106a..0000000 --- a/Version4/Oracle/VocabImport/concept.ctl +++ /dev/null @@ -1,18 +0,0 @@ -options (skip=1) -load data -infile concept.csv -into table concept -replace -fields terminated by '\t' -trailing nullcols -( - concept_id, - concept_name CHAR(256), - concept_level, - concept_class, - vocabulary_id, - concept_code, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_ancestor.ctl b/Version4/Oracle/VocabImport/concept_ancestor.ctl deleted file mode 100644 index 350015a..0000000 --- a/Version4/Oracle/VocabImport/concept_ancestor.ctl +++ /dev/null @@ -1,13 +0,0 @@ -options (skip=1) -load data -infile concept_ancestor.csv -into table concept_ancestor -replace -fields terminated by '\t' -trailing nullcols -( - ancestor_concept_id, - descendant_concept_id, - min_levels_of_separation, - max_levels_of_separation -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_relationship.ctl b/Version4/Oracle/VocabImport/concept_relationship.ctl deleted file mode 100644 index d26ce3e..0000000 --- a/Version4/Oracle/VocabImport/concept_relationship.ctl +++ /dev/null @@ -1,15 +0,0 @@ -options (skip=1) -load data -infile concept_relationship.csv -into table concept_relationship -replace -fields terminated by '\t' -trailing nullcols -( - concept_id_1, - concept_id_2, - relationship_id, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/concept_synonym.ctl b/Version4/Oracle/VocabImport/concept_synonym.ctl deleted file mode 100644 index a7ef6fa..0000000 --- a/Version4/Oracle/VocabImport/concept_synonym.ctl +++ /dev/null @@ -1,12 +0,0 @@ -options (skip=1) -load data -infile concept_synonym.csv -into table concept_synonym -replace -fields terminated by '\t' -trailing nullcols -( - concept_synonym_id, - concept_id, - concept_synonym_name CHAR(1000) -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/drug_strength.ctl b/Version4/Oracle/VocabImport/drug_strength.ctl deleted file mode 100644 index dc858c3..0000000 --- a/Version4/Oracle/VocabImport/drug_strength.ctl +++ /dev/null @@ -1,19 +0,0 @@ -options (skip=1) -load data -infile drug_strength.csv -into table drug_strength -replace -fields terminated by '\t' -trailing nullcols -( - drug_concept_id, - ingredient_concept_id, - amount_value, - amount_unit, - concentration_value, - concentration_enum_unit, - concentration_denom_unit, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/relationship.ctl b/Version4/Oracle/VocabImport/relationship.ctl deleted file mode 100644 index 40daf29..0000000 --- a/Version4/Oracle/VocabImport/relationship.ctl +++ /dev/null @@ -1,14 +0,0 @@ -options (skip=1) -load data -infile relationship.csv -into table relationship -replace -fields terminated by '\t' -trailing nullcols -( - relationship_id, - relationship_name, - is_hierarchical, - defines_ancestry, - reverse_relationship -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/source_to_concept_map.ctl b/Version4/Oracle/VocabImport/source_to_concept_map.ctl deleted file mode 100644 index d9e0ef0..0000000 --- a/Version4/Oracle/VocabImport/source_to_concept_map.ctl +++ /dev/null @@ -1,19 +0,0 @@ -options (skip=1) -load data -infile source_to_concept_map.csv -into table source_to_concept_map -replace -fields terminated by '\t' -trailing nullcols -( - source_code, - source_vocabulary_id, - source_code_description CHAR(256), - target_concept_id, - target_vocabulary_id, - mapping_type, - primary_map, - valid_start_date DATE 'YYYYMMDD', - valid_end_date DATE 'YYYYMMDD', - invalid_reason -) \ No newline at end of file diff --git a/Version4/Oracle/VocabImport/vocabulary.ctl b/Version4/Oracle/VocabImport/vocabulary.ctl deleted file mode 100644 index 3f80f25..0000000 --- a/Version4/Oracle/VocabImport/vocabulary.ctl +++ /dev/null @@ -1,11 +0,0 @@ -options (skip=1) -load data -infile vocabulary.csv -into table vocabulary -replace -fields terminated by '\t' -trailing nullcols -( - vocabulary_id, - vocabulary_name -) \ No newline at end of file diff --git a/Version4/PostgreSQL/CDM V4 DDL.sql b/Version4/PostgreSQL/CDM V4 DDL.sql deleted file mode 100644 index 8586422..0000000 --- a/Version4/PostgreSQL/CDM V4 DDL.sql +++ /dev/null @@ -1,131 +0,0 @@ - -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 4.5 for PostgreSQL database - -last revised: 20 Mar 2015 - -author: Lee Evans - - -*************************/ - -CREATE TABLE concept ( - concept_id integer NOT NULL, - concept_name varchar(256) NOT NULL, - concept_level integer NOT NULL, - concept_class varchar(60) NOT NULL, - vocabulary_id integer NOT NULL, - concept_code varchar(40) NOT NULL, - valid_start_date date NOT NULL, - valid_end_date date NOT NULL DEFAULT '2099-12-31'::date, - invalid_reason varchar(1) -) -; - - -CREATE TABLE concept_ancestor ( - ancestor_concept_id INTEGER NOT NULL, - descendant_concept_id INTEGER NOT NULL, - min_levels_of_separation INTEGER NOT NULL, - max_levels_of_separation INTEGER NOT NULL -) -; - - -CREATE TABLE concept_relationship ( - concept_id_1 integer NOT NULL, - concept_id_2 integer NOT NULL, - relationship_id integer NOT NULL, - valid_start_date date NOT NULL, - valid_end_date date NOT NULL DEFAULT '2099-12-31'::date, - invalid_reason varchar(1) -) -; - - -CREATE TABLE concept_synonym ( - concept_synonym_id integer NOT NULL, - concept_id integer NOT NULL, - concept_synonym_name varchar(1000) NOT NULL -) -; - - - -CREATE TABLE drug_strength ( - drug_concept_id integer NOT NULL, - ingredient_concept_id integer NOT NULL, - amount_value double precision, - amount_unit varchar(60), - concentration_value double precision, - concentration_enum_unit character varying(60), - concentration_denom_unit character varying(60), - valid_start_date date NOT NULL, - valid_end_date date NOT NULL, - invalid_reason varchar(1) -) -; - - - - -CREATE TABLE relationship ( - relationship_id VARCHAR(20) NOT NULL, - relationship_name VARCHAR(256) NOT NULL, - is_hierarchical integer NOT NULL, - defines_ancestry integer DEFAULT 1, - reverse_relationship integer -) -; - - - -CREATE TABLE source_to_concept_map ( - source_code VARCHAR(40) NOT NULL, - source_vocabulary_id INTEGER NOT NULL, - source_code_description VARCHAR(256), - target_concept_id INTEGER NOT NULL, - target_vocabulary_id INTEGER NOT NULL, - mapping_type VARCHAR(256), - primary_map VARCHAR(1), - valid_start_date DATE NOT NULL, - valid_end_date DATE NOT NULL, - invalid_reason VARCHAR(1) NULL -) -; - - - - -CREATE TABLE vocabulary ( - vocabulary_id integer NOT NULL, - vocabulary_name VARCHAR(256) NOT NULL -) -; diff --git a/Version4/PostgreSQL/README.md b/Version4/PostgreSQL/README.md deleted file mode 100644 index 7e4699b..0000000 --- a/Version4/PostgreSQL/README.md +++ /dev/null @@ -1,13 +0,0 @@ -Common-Data-Model / PostgreSQL -================= - -This folder contains the SQL scripts for PostgreSQL. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema. - diff --git a/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql b/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql deleted file mode 100644 index 238b003..0000000 --- a/Version4/PostgreSQL/VocabImport/OMOP CDM vocabulary load - PostgreSQL.sql +++ /dev/null @@ -1,54 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ####### - # # ## ## # # # # # # # # ## ## # # # - # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ###### - # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## ##### - - -Script to load the common data model, version 4.5 vocabulary tables for PostgreSQL database - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) Run this SQL query script in the database where you created your CDM Version 4.5 tables - -last revised: 20th March 2015 - -author: Lee Evans - - -*************************/ - -COPY CONCEPT FROM 'C:\CDM\CONCEPT.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_ANCESTOR FROM 'C:\CDM\CONCEPT_ANCESTOR.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_RELATIONSHIP FROM 'C:\CDM\CONCEPT_RELATIONSHIP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY CONCEPT_SYNONYM FROM 'C:\CDM\CONCEPT_SYNONYM.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY DRUG_STRENGTH FROM 'C:\CDM\DRUG_STRENGTH.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY RELATIONSHIP FROM 'C:\CDM\RELATIONSHIP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY SOURCE_TO_CONCEPT_MAP FROM 'C:\CDM\SOURCE_TO_CONCEPT_MAP.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; -COPY VOCABULARY FROM 'C:\CDM\VOCABULARY.csv' WITH DELIMITER E'\t' CSV HEADER QUOTE E'\b' ; - - - diff --git a/Version4/SQL Server/CDM V4 DDL.sql b/Version4/SQL Server/CDM V4 DDL.sql deleted file mode 100644 index 981cec8..0000000 --- a/Version4/SQL Server/CDM V4 DDL.sql +++ /dev/null @@ -1,117 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License.4 -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ## ####### - # # ## ## # # # # # # # # ## ## # # # # # - # # # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ####### ####### - # # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## # # ##### - - -script to create OMOP common data model, version 4.5 for Sql Server database - -last revised: 20 Mar 2015 - -author: Lee Evans - - -*************************/ - - -CREATE TABLE CONCEPT( - CONCEPT_ID int NOT NULL, - CONCEPT_NAME varchar(256) NOT NULL, - CONCEPT_LEVEL int NOT NULL, - CONCEPT_CLASS varchar(60) NOT NULL, - VOCABULARY_ID int NOT NULL, - CONCEPT_CODE varchar(40) NOT NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE CONCEPT_ANCESTOR( - ANCESTOR_CONCEPT_ID int NOT NULL, - DESCENDANT_CONCEPT_ID int NOT NULL, - MAX_LEVELS_OF_SEPARATION int NULL, - MIN_LEVELS_OF_SEPARATION int NULL -); - - -CREATE TABLE CONCEPT_RELATIONSHIP( - CONCEPT_ID_1 int NOT NULL, - CONCEPT_ID_2 int NOT NULL, - RELATIONSHIP_ID int NOT NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE CONCEPT_SYNONYM( - CONCEPT_SYNONYM_ID int NOT NULL, - CONCEPT_ID int NOT NULL, - CONCEPT_SYNONYM_NAME varchar(1000) NOT NULL -); - - -CREATE TABLE DRUG_STRENGTH( - DRUG_CONCEPT_ID int NOT NULL, - INGREDIENT_CONCEPT_ID int NOT NULL, - AMOUNT_VALUE float NULL, - AMOUNT_UNIT varchar(60) NULL, - CONCENTRATION_VALUE float NULL, - CONCENTRATION_ENUM_UNIT varchar(60) NULL, - CONCENTRATION_DENOM_UNIT varchar(60) NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL, - INVALID_REASON varchar(1) NULL -); - - -CREATE TABLE RELATIONSHIP( - RELATIONSHIP_ID int NOT NULL, - RELATIONSHIP_NAME varchar(256) NOT NULL, - IS_HIERARCHICAL int NOT NULL, - DEFINES_ANCESTRY int NOT NULL DEFAULT ((1)), - REVERSE_RELATIONSHIP int NULL -); - - -CREATE TABLE SOURCE_TO_CONCEPT_MAP( - SOURCE_CODE varchar(40) NOT NULL, - SOURCE_VOCABULARY_ID int NOT NULL, - SOURCE_CODE_DESCRIPTION varchar(256) NULL, - TARGET_CONCEPT_ID int NOT NULL, - TARGET_VOCABULARY_ID int NOT NULL, - MAPPING_TYPE varchar(256) NULL, - PRIMARY_MAP char(1) NULL, - VALID_START_DATE date NOT NULL, - VALID_END_DATE date NOT NULL DEFAULT ('31-Dec-2099'), - INVALID_REASON char(1) NULL -); - - -CREATE TABLE VOCABULARY( - VOCABULARY_ID int NOT NULL, - VOCABULARY_NAME varchar(256) NOT NULL -); diff --git a/Version4/SQL Server/README.md b/Version4/SQL Server/README.md deleted file mode 100644 index 27af881..0000000 --- a/Version4/SQL Server/README.md +++ /dev/null @@ -1,14 +0,0 @@ -Common-Data-Model / SQL Server -================= - -This folder contains the SQL scripts for SQL Server. - -In order to create your instantiation of the Common Data Model, we recommend following these steps: - -1. Create an empty schema. - -2. Execute the script `CDM V4 ddl.sql` to create the tables and fields. - -3. Load your data into the schema using the loading scripts in VocabImport - -Note: you could also apply the constraints and the indexes after loading the data, this will speed up the insertion of the data considerably. diff --git a/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql b/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql deleted file mode 100644 index bc2218e..0000000 --- a/Version4/SQL Server/VocabImport/OMOP CDM vocabulary load - SQL Server.sql +++ /dev/null @@ -1,130 +0,0 @@ -/********************************************************************************* -# Copyright 2015 Observational Health Data Sciences and Informatics -# -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -********************************************************************************/ - -/************************ - - ####### # # ####### ###### ##### ###### # # ####### - # # ## ## # # # # # # # # ## ## # # # - # # # # # # # # # # # # # # # # # # # # - # # # # # # # ###### # # # # # # # # ###### - # # # # # # # # # # # # # # # - # # # # # # # # # # # # # # # # # - ####### # # ####### # ##### ###### # # ## ##### - - -Script to load the common data model, version 4.5 vocabulary tables for SQL Server database - -Notes - -1) This script assumes the CDM version 4.5 vocabulary zip file has been unzipped into the "C:\CDM" directory. -2) If you unzipped your CDM version 4.5 vocabulary files into a different directory then replace all file paths below, with your directory path. -3) Run this SQL query script in the database where you created your CDM Version 4.5 tables - -last revised: 20th March 2015 - -author: Lee Evans - - -*************************/ - -TRUNCATE TABLE CONCEPT; -BULK INSERT CONCEPT -FROM 'C:\CDM\CONCEPT.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_ANCESTOR; -BULK INSERT CONCEPT_ANCESTOR -FROM 'C:\CDM\CONCEPT_ANCESTOR.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_ANCESTOR.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_RELATIONSHIP; -BULK INSERT CONCEPT_RELATIONSHIP -FROM 'C:\CDM\CONCEPT_RELATIONSHIP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_RELATIONSHIP.bad', -TABLOCK -); - -TRUNCATE TABLE CONCEPT_SYNONYM; -BULK INSERT CONCEPT_SYNONYM -FROM 'C:\CDM\CONCEPT_SYNONYM.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\CONCEPT_SYNONYM.bad', -TABLOCK -); - -TRUNCATE TABLE DRUG_STRENGTH; -BULK INSERT DRUG_STRENGTH -FROM 'C:\CDM\DRUG_STRENGTH.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\DRUG_STRENGTH.bad', -TABLOCK -); - -TRUNCATE TABLE RELATIONSHIP; -BULK INSERT RELATIONSHIP -FROM 'C:\CDM\RELATIONSHIP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\RELATIONSHIP.bad', -TABLOCK -); - -TRUNCATE TABLE SOURCE_TO_CONCEPT_MAP; -BULK INSERT SOURCE_TO_CONCEPT_MAP -FROM 'C:\CDM\SOURCE_TO_CONCEPT_MAP.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\SOURCE_TO_CONCEPT_MAP.bad', -TABLOCK -); - -TRUNCATE TABLE VOCABULARY; -BULK INSERT VOCABULARY -FROM 'C:\CDM\VOCABULARY.csv' -WITH ( -FIRSTROW = 2, -FIELDTERMINATOR = '\t', -ROWTERMINATOR = '0x0a', -ERRORFILE = 'C:\CDM\VOCABULARY.bad', -TABLOCK -); From 40ea8c7ff9df348dc9a0750e483b2900f9927e27 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 13 Jun 2017 15:44:34 -0400 Subject: [PATCH 16/81] Created documentation folder and added license.md --- Documentation/License.md | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 Documentation/License.md diff --git a/Documentation/License.md b/Documentation/License.md new file mode 100644 index 0000000..7314a09 --- /dev/null +++ b/Documentation/License.md @@ -0,0 +1,18 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
*Release date **needed*** + +[Back to Table of Contents](TableofContents.md) + +--- + + ====== License ====== + +© 2014 Observational Health Data Sciences and Informatics + +This work is based on work by the Observational Medical Outcomes Partnership (OMOP) and used under license from the FNIH at http://omop.fnih.org/publiclicense. + +All derivative work after the OMOP CDM v4 specification is dedicated to the public domain. Observational Health Data Sciences and Informatics (OHDSI) has waived all copyright and related or neighboring rights to the extent allowed by law. + +{{:documentation:cdm:cdm:public_domain.png?100|}} +http://creativecommons.org/publicdomain/zero/1.0/ \ No newline at end of file From ca7e66533f657e0640577a5479135fddb82e0cc9 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 13 Jun 2017 15:48:44 -0400 Subject: [PATCH 17/81] Update License Changed some of the markdown encoding to comply with github and UTF-8 --- Documentation/License.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Documentation/License.md b/Documentation/License.md index 7314a09..3f4d331 100644 --- a/Documentation/License.md +++ b/Documentation/License.md @@ -1,18 +1,18 @@ *OMOP Common Data Model v5.1 Specifications*
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
*Release date **needed*** +
***Release date needed*** [Back to Table of Contents](TableofContents.md) --- - ====== License ====== +# License -© 2014 Observational Health Data Sciences and Informatics +© 2014 Observational Health Data Sciences and Informatics This work is based on work by the Observational Medical Outcomes Partnership (OMOP) and used under license from the FNIH at http://omop.fnih.org/publiclicense. All derivative work after the OMOP CDM v4 specification is dedicated to the public domain. Observational Health Data Sciences and Informatics (OHDSI) has waived all copyright and related or neighboring rights to the extent allowed by law. {{:documentation:cdm:cdm:public_domain.png?100|}} -http://creativecommons.org/publicdomain/zero/1.0/ \ No newline at end of file +http://creativecommons.org/publicdomain/zero/1.0/ From 86cebd6cc8f29cea0e20ee615cb09d061223ad68 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 13 Jun 2017 15:54:39 -0400 Subject: [PATCH 18/81] Added Background.md to documentation --- Documentation/Background.md | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 Documentation/Background.md diff --git a/Documentation/Background.md b/Documentation/Background.md new file mode 100644 index 0000000..76fd46a --- /dev/null +++ b/Documentation/Background.md @@ -0,0 +1,25 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](TableofContents.md) + +--- + +# Background + +The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: + + - Conduct methodological research to empirically evaluate the performance of various analytical methods on their ability to identify true associations and avoid false findings, + - Develop tools and capabilities for transforming, characterizing, and analyzing disparate data sources across the health care delivery spectrum, and + - Establish a shared resource so that the broader research community can collaboratively advance the science. + +The results of OMOP's research has been widely published and presented at scientific conferences, including [[http://omop.org/2013Symposium|annual symposia]]. + +The OMOP Legacy continues... + +The community is actively using the OMOP Common Data Model for their various research purposes. Those tools will continue to be maintained and supported, and information about this work is available in the public domain. + +The Observational Health Data Sciences and Informatics (OHDSI) has been established as a multi-stakeholder, interdisciplinary collaborative to create open-source solutions that bring out the value of observational health data through large-scale analytics. The OHDSI collaborative includes all of the original OMOP research investigators, and will develop its tools using the OMOP Common Data Model. Learn more at [[http://ohdsi.org|ohdsi.org]]. + +The OMOP Common Data Model will continue to be an open-source, community standard for observational healthcare data. The model specifications and associated work products will be placed in the public domain, and the entire research community is encouraged to use these tools to support everybody's own research activities. From 2a8417a74fd266c29bc0d2b51aaf3944435d5eb7 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 13 Jun 2017 15:58:02 -0400 Subject: [PATCH 19/81] Update background.md Fixed links to ohdsi.org --- Documentation/Background.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Documentation/Background.md b/Documentation/Background.md index 76fd46a..e5b6f1b 100644 --- a/Documentation/Background.md +++ b/Documentation/Background.md @@ -14,12 +14,12 @@ The Observational Medical Outcomes Partnership (OMOP) was a public-private partn - Develop tools and capabilities for transforming, characterizing, and analyzing disparate data sources across the health care delivery spectrum, and - Establish a shared resource so that the broader research community can collaboratively advance the science. -The results of OMOP's research has been widely published and presented at scientific conferences, including [[http://omop.org/2013Symposium|annual symposia]]. +The results of OMOP's research has been widely published and presented at scientific conferences, including [annual symposia](https://www.ohdsi.org/events/2017-ohdsi-symposium/). The OMOP Legacy continues... The community is actively using the OMOP Common Data Model for their various research purposes. Those tools will continue to be maintained and supported, and information about this work is available in the public domain. -The Observational Health Data Sciences and Informatics (OHDSI) has been established as a multi-stakeholder, interdisciplinary collaborative to create open-source solutions that bring out the value of observational health data through large-scale analytics. The OHDSI collaborative includes all of the original OMOP research investigators, and will develop its tools using the OMOP Common Data Model. Learn more at [[http://ohdsi.org|ohdsi.org]]. +The Observational Health Data Sciences and Informatics (OHDSI) has been established as a multi-stakeholder, interdisciplinary collaborative to create open-source solutions that bring out the value of observational health data through large-scale analytics. The OHDSI collaborative includes all of the original OMOP research investigators, and will develop its tools using the OMOP Common Data Model. Learn more at [ohdsi.org](http://ohdsi.org). The OMOP Common Data Model will continue to be an open-source, community standard for observational healthcare data. The model specifications and associated work products will be placed in the public domain, and the entire research community is encouraged to use these tools to support everybody's own research activities. From 090ff44d66cdca8bec03f3d2c239c4434b5a996c Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 10:44:14 -0400 Subject: [PATCH 20/81] Added folders to documentation, added 'The Role of the Common Data Model.md' --- Documentation/{ => Background}/Background.md | 0 .../The Role of the Common Data Model.md | 14 ++++++++++++++ 2 files changed, 14 insertions(+) rename Documentation/{ => Background}/Background.md (100%) create mode 100644 Documentation/Background/The Role of the Common Data Model.md diff --git a/Documentation/Background.md b/Documentation/Background/Background.md similarity index 100% rename from Documentation/Background.md rename to Documentation/Background/Background.md diff --git a/Documentation/Background/The Role of the Common Data Model.md b/Documentation/Background/The Role of the Common Data Model.md new file mode 100644 index 0000000..8424ffc --- /dev/null +++ b/Documentation/Background/The Role of the Common Data Model.md @@ -0,0 +1,14 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](TableofContents.md) + +--- + +# The Role of the Common Data Model +No single observational data source provides a comprehensive view of the clinical data a patient accumulates while receiving healthcare, and therefore none can be sufficient to meet all expected outcome analysis needs. This explains the need for assessing and analyzing multiple data sources concurrently using a common data standard. This standard is provided by the OMOP Common Data Model (CDM). + +The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. + +[Back to Background](Background.md) \ No newline at end of file From abcbb9fd4201a5289f90995ed21f5ef3a81bdf5c Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 10:50:00 -0400 Subject: [PATCH 21/81] Added 'Design Principles.md' --- Documentation/Background/Background.md | 4 +++- Documentation/Background/Design Principles.md | 24 +++++++++++++++++++ .../The Role of the Common Data Model.md | 7 +++--- 3 files changed, 30 insertions(+), 5 deletions(-) create mode 100644 Documentation/Background/Design Principles.md diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index e5b6f1b..da7098f 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -6,7 +6,9 @@ --- -# Background +# 1 Background + +[1.1 The Role of the Common Data Model](The Role of the Common Data Model.md) The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: diff --git a/Documentation/Background/Design Principles.md b/Documentation/Background/Design Principles.md new file mode 100644 index 0000000..2ee06a3 --- /dev/null +++ b/Documentation/Background/Design Principles.md @@ -0,0 +1,24 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](TableofContents.md) +[Back to Background](Background.md) + +--- + +# 1.2 Design Principles + +The CDM is designed to include all observational health data elements (experiences of the patient receiving health care) that are relevant for analysis use cases to support the generation of reliable scientific evidence about disease natural history, healthcare delivery, effects of medical interventions, the identification of demographic information, health care interventions and outcomes. + +Therefore, the CDM is designed to store observational data to allow for research, under the following principles: + - **Suitability for purpose.** The CDM aims at providing data organized in a way optimal for analysis, rather than for the purpose of operational needs of health care providers or payers. + - **Data protection.** All data that might jeopardize the identity and protection of patients, such as names, precise birthdays etc. are limited. Exceptions are possible where the research expressly requires more detailed information, such as precise birth dates for the study of infants. + - **Design of domains.** The domains are modeled in a person-centric relational data model, where for each record the identity of the person and a date is captured as a minimum. + - **Rationale for domains. ** Domains are identified and separately defined in an Entity-relationship model if they have an analysis use case and the domain has specific attributes that are not otherwise applicable. All other data can be preserved as an observation in an entity-attribute-value structure. + - **Standardized Vocabularies.** To standardize the content of those records, the CDM relies on the Standardized Vocabularies containing all necessary and appropriate corresponding standard healthcare concepts. + - **Reuse of existing vocabularies.** If possible, these concepts are leveraged from national or industry standardization or vocabulary definition organizations or initiatives, such as the National Library of Medicine, the Department of Veterans' Affairs, the Center of Disease Control and Prevention, etc. + - **Maintaining source codes.** Even though all codes are mapped to the Standardized Vocabularies, the model also stores the original source code to ensure no information is lost. + - **Technology neutrality.** The CDM does not require a specific technology. It can be realized in any relational database, such as Oracle, SQL Server etc., or as SAS analytical datasets. + - **Scalability.** The CDM is optimized for data processing and computational analysis to accommodate data sources that vary in size, including databases with up to hundreds of millions of persons and billions of clinical observations. + - **Backwards compatibility.** All changes from previous CDMs are clearly delineated. Older versions of the CDM can be easily created from this CDMv5, and no information is lost that was present previously. diff --git a/Documentation/Background/The Role of the Common Data Model.md b/Documentation/Background/The Role of the Common Data Model.md index 8424ffc..87b0371 100644 --- a/Documentation/Background/The Role of the Common Data Model.md +++ b/Documentation/Background/The Role of the Common Data Model.md @@ -3,12 +3,11 @@
***Release date needed*** [Back to Table of Contents](TableofContents.md) +[Back to Background](Background.md) --- -# The Role of the Common Data Model +# 1.1 The Role of the Common Data Model No single observational data source provides a comprehensive view of the clinical data a patient accumulates while receiving healthcare, and therefore none can be sufficient to meet all expected outcome analysis needs. This explains the need for assessing and analyzing multiple data sources concurrently using a common data standard. This standard is provided by the OMOP Common Data Model (CDM). -The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. - -[Back to Background](Background.md) \ No newline at end of file +The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. \ No newline at end of file From 7dfa389682faa21b35eaeb695ba1976c799c5047 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 10:54:06 -0400 Subject: [PATCH 22/81] Minor documentation changes --- Documentation/Background/Background.md | 2 +- .../Background/{Design Principles.md => DesignPrinciples.md} | 2 +- ... the Common Data Model.md => TheRoleoftheCommonDataModel.md} | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) rename Documentation/Background/{Design Principles.md => DesignPrinciples.md} (98%) rename Documentation/Background/{The Role of the Common Data Model.md => TheRoleoftheCommonDataModel.md} (93%) diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index da7098f..f619681 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -8,7 +8,7 @@ # 1 Background -[1.1 The Role of the Common Data Model](The Role of the Common Data Model.md) +[1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: diff --git a/Documentation/Background/Design Principles.md b/Documentation/Background/DesignPrinciples.md similarity index 98% rename from Documentation/Background/Design Principles.md rename to Documentation/Background/DesignPrinciples.md index 2ee06a3..c0809ec 100644 --- a/Documentation/Background/Design Principles.md +++ b/Documentation/Background/DesignPrinciples.md @@ -3,7 +3,7 @@
***Release date needed*** [Back to Table of Contents](TableofContents.md) -[Back to Background](Background.md) +
[Back to Background](Background.md) --- diff --git a/Documentation/Background/The Role of the Common Data Model.md b/Documentation/Background/TheRoleoftheCommonDataModel.md similarity index 93% rename from Documentation/Background/The Role of the Common Data Model.md rename to Documentation/Background/TheRoleoftheCommonDataModel.md index 87b0371..d6e6a4a 100644 --- a/Documentation/Background/The Role of the Common Data Model.md +++ b/Documentation/Background/TheRoleoftheCommonDataModel.md @@ -3,7 +3,7 @@
***Release date needed*** [Back to Table of Contents](TableofContents.md) -[Back to Background](Background.md) +
[Back to Background](Background.md) --- From 5d65dde09c655501f09ad56a3798ff75a88206f4 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:14:15 -0400 Subject: [PATCH 23/81] Added TableofContents.md --- Documentation/Background/Background.md | 4 +- .../Background/DataModelConventions.md | 92 +++++++++++++++++++ Documentation/Background/DesignPrinciples.md | 4 +- Documentation/GlossaryofTerms.md | 31 +++++++ Documentation/TableofContents.md | 12 +++ 5 files changed, 140 insertions(+), 3 deletions(-) create mode 100644 Documentation/Background/DataModelConventions.md create mode 100644 Documentation/GlossaryofTerms.md create mode 100644 Documentation/TableofContents.md diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index f619681..c15dc04 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -2,13 +2,15 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](TableofContents.md) +[Back to Table of Contents](Documentation/TableofContents.md) --- # 1 Background [1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) +[1.2 Design Principles](DesignPrinciples.md) +[1.3 Data Model Conventions](DataModelConventions.md) The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: diff --git a/Documentation/Background/DataModelConventions.md b/Documentation/Background/DataModelConventions.md new file mode 100644 index 0000000..019325e --- /dev/null +++ b/Documentation/Background/DataModelConventions.md @@ -0,0 +1,92 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](Documentation/TableofContents.md) +
[Back to Background](Background.md) + +--- + +# 1.3 Data Model Conventions + +There are a number of implicit and explicit conventions that have been adopted in the CDM. Developers of methods that run methods against the CDM need to understand these conventions. + +## General conventions of data tables + +The CDM is platform-independent. Data types are defined generically using ANSI SQL data types (VARCHAR, INTEGER, FLOAT, DATE, TIME, CLOB). Precision is provided only for VARCHAR. It reflects the minimal required string length and can be expanded within a CDM instantiation. The CDM does not prescribe the date and time format. Standard queries against CDM may vary for local instantiations and date/time configurations. + +In most cases, the first field in each table ends in "_id", containing a record identifier that can be used as a foreign key in another table. + +## General conventions of fields + +Variable names across all tables follow one convention: + +^Notation^Description^ +|_SOURCE_VALUE|Verbatim information from the source data, typically used in ETL to map to CONCEPT_ID, and not to be used by any standard analytics. For example, condition_source_value = ‘787.02’ was the ICD-9 code captured as a diagnosis from the administrative claim| +|_ID|Unique identifiers for key entities, which can serve as foreign keys to establish relationships across entities For example, person_id uniquely identifies each individual. visit_occurrence_id uniquely identifies a PERSON encounter at a point of care.| +|_CONCEPT_ID|Foreign key into the Standardized Vocabularies (i.e. the standard_concept attribute for the corresponding term is true), which serves as the primary basis for all standardized analytics For example, condition_concept_id = 31967 contains reference value for SNOMED concept of ‘Nausea’| +|_SOURCE_CONCEPT_ID|Foreign key into the Standardized Vocabularies representing the concept and terminology used in the source data, when applicable For example, condition_source_concept_id = 35708202 denotes the concept of ‘Nausea’ in the MedDRA terminology; the analogous condition_concept_id might be 31967, since SNOMED-CT is the Standardized Vocabularies for most clinical diagnoses and findings.| +|_TYPE_CONCEPT_ID|Delineates the origin of the source information, standardized within the Standardized Vocabularies For example, drug_type_concept_id can allow analysts to discriminate between ‘Pharmacy dispensing’ and ‘Prescription written’| + +## Representation of content through Concepts + +In CDM data tables the meaning of the content of each record is represented using Concepts. Concepts are stored with their concept_id as foreign keys to the CONCEPT table in the Standardized Vocabularies, which contains Concepts necessary to describe the healthcare experience of a patient. If a Standard Concept does not exist or cannot be identified, the Concept with the concept_id 0 is used, representing a non-existing or unmappable concept. + +Records in the CONCEPT table contain all the detailed information about it (name, relationships, types etc.). Concepts, Concept Relationships and other information relating to Concepts contained in the tables of the Standardized Vocabularies.. + +## Difference between Concept IDs and Source Values + +Many tables contain equivalent information multiple times: As a Source Value, a Source Concept and as a Standard Concept. + * Source Values contains the codes from public code systems such as ICD-9-CM, NDC, CPT-4 etc. or local controlled vocabularies (such as F for female and M for male) copied from the source data. Source Values are stored in the _source_value field in the data tables. + * Concepts are CDM-specific entities that represent the meaning of a clinical fact. Most concepts are based on code systems used in healthcare (called Source Concepts), while others were created de-novo (concept_code = "OMOP generated"). Concepts have unique IDs across all domains. + * Source Concepts are the concepts that represent the code used in the source. Source Concepts are only used for common healthcare code systems, but not for OMOP-generated Concepts. Source Concepts are stored in the source_concept_id field in the data tables. + * Standard Concepts are those concepts that are used to define the unique meaning of a clinical entity. For each entity there is one Standard Concept. Standard Concepts are typically drawn from existing public vocabulary sources. Concepts that have the equivalent meaning to a Standard Concept are mapped to the Standard Concept. Standard Concepts are referred to in the concept_id field of the data tables. + +Source Values are only provided for convenience and quality assurance (QA) purposes. Source Values and Source Concepts are optional, while Standard Concepts are mandatory. Source Values may contain information that is only meaningful in the context of a specific data source. + +## Difference between general Concepts and Type Concepts + +Type Concepts (ending in _type_concept_id) and general Concepts (ending in _concept_id) are part of many tables. The former are special Concepts with the purpose of indicating where the data are derived from in the source. For example, the Type Concept field can be used to distinguish a DRUG_EXPOSURE record that is derived from a pharmacy-dispensing claim from one indicative of a prescription written in an electronic health record (EHR). + +## Time span of available data + +Data tables for clinical data contain a date stamp (ending in _date, _start_date or _end_date), indicating when that clinical event occurred. As a rule, no record can be outside of a valid OBSERVATION_PERIOD time period. Clinical information that relates to events happened prior the first OBSERVATION_PERIOD, it will be captured as a record in the OBSERVATION table of 'Medical history' (concept_id = 43054928), with the observation_date set to the first observation_period_start_date of that patient, and the value_as_concept_id set to the corresponding concept_id for the condition/drug/procedure that occurred in the past. No data occurring after the last observation_period_end_date can be valid records in the CDM. + +## Content of each table + +For the tables of the main domains of the CDM it is imperative that used concepts are strictly limited to the domain. For example, the CONDITION_OCCURRENCE table contains only information about conditions (diagnoses, signs, symptoms), but no information about procedures. Not all source coding schemes adhere to such rules. For example, ICD-9-CM codes, which contain mostly diagnoses of human disease, also contain information about the status of patients having received a procedure: V25.5 "Encounter for insertion of implantable subdermal contraceptive" defines a procedure and is therefore stored in the PROCEDURE_OCCURRENCE table. + +## Differentiating between source values, source concept ids, and standard concept ids + +Each table contains fields for source values, source concept ids, and standard concept ids. + + * Source values are fields to maintain the verbatim information from the source database, are stored as unstructured text, and are generally not to be used by any standardized analytics. + * Source concept ids provide a repeatable representation of the source concept, when the source data are drawn from a commonly-used internationally-recognized vocabulary that has been distributed with the OMOP Common Data Model. Specific use cases where source vocabulary-specific analytics are required can be accommodated by the use of the source concept id fields, but these are generally not applicable across disparate data sources. The standard concept id fields are **strongly suggested** to be used in all standardized analytics, as specific vocabularies have been established within each data domain to facilitate standardization of both structure and content within the OMOP Common Data Model. + +The following provide conventions for processing source data using these three fields in each domain: + +When processing data where the source value is either free text or a reference to a coding scheme that is not contained within the Standardized Vocabularies: + + - Map all source values directly to standard concept_ids. Store these mappings in the SOURCE_TO_CONCEPT_MAP table. + - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 +When processing your data where source value is a reference to a coding scheme contained within the Standardized Vocabularies: + - Map all your source values to the corresponding concept_ids in the source vocabulary. Store the result in the source_concept_id field. + - If the source code follows the same formatting as the distributed vocabulary, the mapping can be directly obtained from the CONCEPT table using the CONCEPT_CODE field. + - If the source code uses alternative formatting (ex. format has removed decimal point from ICD-9 codes), you will need to perform the formatting transformation within the ETL. In this case, you may wish to store the mappings from original codes to source concept ids in the SOURCE_TO_CONCEPT_MAP table. + - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 + - Use the CONCEPT_RELATIONSHIP table to identify the standard concept_id that corresponds to the source_concept_id in the domain. + - Each source_concept_id can have 1 or more Standard concept_id mapped to it. Each Standard concept_id belongs to only one primary domain, but when a source concept_id maps to multiple standard concept_ids, it is possible for that source_concept_id to result in records being produced across multiple domains. For example, HCPCS code for infusion of a drug will map to a concept in the procedure domain of the infusion and a different concept in the drug domain for the product infused. It is also possible for one source_concept_id to map to multiple standard concept_ids within the same domain. For example, ICD-9 for ‘viral hepatitis with hepatic coma’ maps to SNOMED ‘viral hepatitis’ and a different concept for ‘hepatic coma’ in which case multiple condition_occurrence records will be generated for the one source value record. + - If the source_concept_id is not mappable to any standard concept_id, the concept_id field is set to 0. + - Write the data record into table(s) corresponding to the domain of the standard concept_id(s). + - If the source value is mapped to source_concept_id, but the source_concept_id is not mapped to a standard concept_id, then the domain for the data record, and hence it's table location, is determined by the domain_id field of the CONCEPT record the source_concept_id refers to. The standard concept_id is set to 0. + - If the source value cannot be mapped to a source_concept_id or standard concept_id, then direct the data record to the most appropriate CDM domain based on your local knowledge of the intent of the source data and associated value. For example, if the unmappable source_value came from a ‘diagnosis’ table, then in the absence of other information, you may choose to record that fact in the CONDITION_OCCURRENCE table. + +Each standard concept_id field has a set of allowable concept_id values. The allowable values are defined by the domain of the concepts. For example, there is a domain concept of ‘Gender’, for which there are only two allowable standard concepts of practical use (8507- ‘Male’, 8532- ‘Female’) and one allowable generic concept to represent a standard notion of ‘no information’ (concept_id = 0). + +There is no constraint on allowed concept_ids within the source_concept_id fields. + +## Custom source_to_concept_maps + +When the source data uses coding systems that are not currently in the Standardized Vocabularies (e.g. ICPC codes for diagnoses), the convention is to store the mapping of such source codes to Standard Concepts in the SOURCE_TO_CONCEPT_MAP table. The codes used in the data source can be recorded in the source_value fields, but no source_concept_id will be available. + +Custom source codes are not allowed to map to Standard Concepts that are marked as invalid. diff --git a/Documentation/Background/DesignPrinciples.md b/Documentation/Background/DesignPrinciples.md index c0809ec..46c9fad 100644 --- a/Documentation/Background/DesignPrinciples.md +++ b/Documentation/Background/DesignPrinciples.md @@ -2,7 +2,7 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](TableofContents.md) +[Back to Table of Contents](Documentation/TableofContents.md)
[Back to Background](Background.md) --- @@ -15,7 +15,7 @@ Therefore, the CDM is designed to store observational data to allow for research - **Suitability for purpose.** The CDM aims at providing data organized in a way optimal for analysis, rather than for the purpose of operational needs of health care providers or payers. - **Data protection.** All data that might jeopardize the identity and protection of patients, such as names, precise birthdays etc. are limited. Exceptions are possible where the research expressly requires more detailed information, such as precise birth dates for the study of infants. - **Design of domains.** The domains are modeled in a person-centric relational data model, where for each record the identity of the person and a date is captured as a minimum. - - **Rationale for domains. ** Domains are identified and separately defined in an Entity-relationship model if they have an analysis use case and the domain has specific attributes that are not otherwise applicable. All other data can be preserved as an observation in an entity-attribute-value structure. + - **Rationale for domains.** Domains are identified and separately defined in an Entity-relationship model if they have an analysis use case and the domain has specific attributes that are not otherwise applicable. All other data can be preserved as an observation in an entity-attribute-value structure. - **Standardized Vocabularies.** To standardize the content of those records, the CDM relies on the Standardized Vocabularies containing all necessary and appropriate corresponding standard healthcare concepts. - **Reuse of existing vocabularies.** If possible, these concepts are leveraged from national or industry standardization or vocabulary definition organizations or initiatives, such as the National Library of Medicine, the Department of Veterans' Affairs, the Center of Disease Control and Prevention, etc. - **Maintaining source codes.** Even though all codes are mapped to the Standardized Vocabularies, the model also stores the original source code to ensure no information is lost. diff --git a/Documentation/GlossaryofTerms.md b/Documentation/GlossaryofTerms.md new file mode 100644 index 0000000..036fa60 --- /dev/null +++ b/Documentation/GlossaryofTerms.md @@ -0,0 +1,31 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](TableofContents.md) +
[Back to Background](Background.md) + +--- + +# 2 Glossary of Terms + +^Term^Abbr.^Description^ +|Ancestor| |The higher level Concept in a hierarchical relationship. Note that ancestors and descendants can be many levels apart from each other.| +|Average Wholesale Price|AWP|The price manufacturers set for prescription drugs to be purchased at the wholesale level to pharmacies and healthcare provider.| +|Centers for Disease Control and Prevention|CDC|The Centers for Disease Control and Prevention is a United States federal agency under the Department of Health and Human Services. It works to protect public health and safety by providing information to enhance health decisions.| +|Common Data Model|CDM|The CDM intends to facilitate observational analyses of disparate healthcare databases. The CDM defines table structures for each of the data entities (e.g., Persons, Visit Occurrence, Drug Exposure, Condition Occurrence, Observation, Procedure Occurrence, etc.). It includes observational data elements that are relevant to identifying exposure to various treatments and defining condition occurrence. The CDM includes both the Standardized Vocabularies of terms and the entity domain tables.| +|Concept| |A concept is the basic unit of information. Concepts may be grouped into a given domain. A concept is a unique term that has a unique and static identifier/name, belongs to a domain, and may exist in relation to other concepts. The vertical relationships consist of "is a" statements that form a logical hierarchy. In general, concepts above a given concept are referred to as ancestors and those below as descendants.| +|Conceptual Data Model| |A conceptual data model is a map of concepts and their relationships. This describes the semantics of an organization and represents a series of assertions about its nature. Specifically, it describes the things of significance to an organization (entity classes), about which it is inclined to collect information, and characteristics of (attributes) and associations between pairs of those things of significance (relationships).| +|Data mapping| |It is the data element mappings between two distinct data models, terminologies, or concepts. Data mapping is the process of creating data element mappings between two distinct data models. Data mapping is used as a first step for a wide variety of data integration tasks.| +|Demographics| |Demographics refer to selected characteristics of persons. Demographics may include data such as race, age, sex, date of birth, location, etc.| +|Descendant| |The lower level Concept in a hierarchical relationship. Note that ancestors and descendants can be many levels apart from each other.| +|Design Principle| |An organized arrangement of one or more elements or principles for a purpose. It identifies core principles and best practices to assist developers to produce software. Thoroughly understanding the goals of stakeholders and designing systems with those goals in mind are the best approaches to successfully deliver results.| +|Electronic Health Record|EHR|Electronic health record refers to an individual person's medical record in digital format. It may be made up of electronic medical records from many locations and/or sources. The EHR is a longitudinal electronic record of person health information generated by one or more encounters in any care delivery setting. Included in this information are person demographics, progress notes, problems, medications, vital signs, past medical history, immunizations, laboratory data and radiology reports.| +|Electronic Medical Record|EMR|An electronic medical record is a computerized medical record created in an organization that delivers care, such as a hospital or outpatient setting. Electronic medical records tend to be a part of a local stand-alone health information system that allows storage, retrieval and manipulation of records. This document will reference EHR moving forward even if specific data source might internally use EMR definition.| +|Extract Transform Load|ETL|Process of getting data out of one data store (Extract), modifying it (Transform), and inserting it into a different data store (Load).| +|Health Insurance Portability and Accountability Act|HIPAA|A federal law that was designed to allow portability of health insurance between jobs. In addition, it required the creation of a federal law to protect personally identifiable health information; if that did not occur by a specific date (which it did not), HIPAA directed the Department of Health and Human Services (DHHS) to issue federal regulations with the same purpose. DHHS has issued HIPAA privacy regulations (the HIPAA Privacy Rule) as well as other regulations under HIPAA.| +|Logical Data Model| |Logical data models are graphical representation of the business requirements. They describe the things of importance to an organization and how they relate to one another, as well as business definitions and examples. The logical data model can be validated and approved by a business representative, and can be the basis of physical database design.| +|Primary Care Provider|PCP|A health care provider designated as responsible to provide general medical care to a patient, including evaluation and treatment as well as referral to specialists.| +|Protected Health Information|PHI|Protected health information under HIPAA includes any individually identifiable health information. Identifiable refers not only to data that is explicitly linked to a particular individual (that's identified information). It also includes health information with data items which reasonably could be expected to allow individual identification. De-identified information is that from which all potentially identifying information has been removed.| +|Terminology| |Technical or special terms used in a business or special subject area.| +|Vocabulary| |A computerized list (as of items of data or words) used for reference (as for information retrieval or word processing).| diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md new file mode 100644 index 0000000..dc92ad4 --- /dev/null +++ b/Documentation/TableofContents.md @@ -0,0 +1,12 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +--- + +# Table of Contents + +[1 Background](Background/Background.md) + [1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) + [1.2 Design Principles](DesignPrinciples.md) + [1.3 Data Model Conventions](DataModelConventions.md) \ No newline at end of file From 4d4a9a3cc5bda03b8fa85627995b64759ea1b5d6 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:23:27 -0400 Subject: [PATCH 24/81] Minor bug fixes to documentation --- Documentation/Background/DataModelConventions.md | 5 ++++- Documentation/GlossaryofTerms.md | 3 ++- Documentation/TableofContents.md | 8 ++++---- 3 files changed, 10 insertions(+), 6 deletions(-) diff --git a/Documentation/Background/DataModelConventions.md b/Documentation/Background/DataModelConventions.md index 019325e..89e9ee3 100644 --- a/Documentation/Background/DataModelConventions.md +++ b/Documentation/Background/DataModelConventions.md @@ -21,7 +21,8 @@ In most cases, the first field in each table ends in "_id", containing a record Variable names across all tables follow one convention: -^Notation^Description^ +Notation|Description +--------|----------- |_SOURCE_VALUE|Verbatim information from the source data, typically used in ETL to map to CONCEPT_ID, and not to be used by any standard analytics. For example, condition_source_value = ‘787.02’ was the ICD-9 code captured as a diagnosis from the administrative claim| |_ID|Unique identifiers for key entities, which can serve as foreign keys to establish relationships across entities For example, person_id uniquely identifies each individual. visit_occurrence_id uniquely identifies a PERSON encounter at a point of care.| |_CONCEPT_ID|Foreign key into the Standardized Vocabularies (i.e. the standard_concept attribute for the corresponding term is true), which serves as the primary basis for all standardized analytics For example, condition_concept_id = 31967 contains reference value for SNOMED concept of ‘Nausea’| @@ -69,7 +70,9 @@ When processing data where the source value is either free text or a reference t - Map all source values directly to standard concept_ids. Store these mappings in the SOURCE_TO_CONCEPT_MAP table. - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 + When processing your data where source value is a reference to a coding scheme contained within the Standardized Vocabularies: + - Map all your source values to the corresponding concept_ids in the source vocabulary. Store the result in the source_concept_id field. - If the source code follows the same formatting as the distributed vocabulary, the mapping can be directly obtained from the CONCEPT table using the CONCEPT_CODE field. - If the source code uses alternative formatting (ex. format has removed decimal point from ICD-9 codes), you will need to perform the formatting transformation within the ETL. In this case, you may wish to store the mappings from original codes to source concept ids in the SOURCE_TO_CONCEPT_MAP table. diff --git a/Documentation/GlossaryofTerms.md b/Documentation/GlossaryofTerms.md index 036fa60..8f8a16b 100644 --- a/Documentation/GlossaryofTerms.md +++ b/Documentation/GlossaryofTerms.md @@ -9,7 +9,8 @@ # 2 Glossary of Terms -^Term^Abbr.^Description^ +Term|Abbr.|Description| +----|-----|------------ |Ancestor| |The higher level Concept in a hierarchical relationship. Note that ancestors and descendants can be many levels apart from each other.| |Average Wholesale Price|AWP|The price manufacturers set for prescription drugs to be purchased at the wholesale level to pharmacies and healthcare provider.| |Centers for Disease Control and Prevention|CDC|The Centers for Disease Control and Prevention is a United States federal agency under the Department of Health and Human Services. It works to protect public health and safety by providing information to enhance health decisions.| diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index dc92ad4..8864415 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -6,7 +6,7 @@ # Table of Contents -[1 Background](Background/Background.md) - [1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) - [1.2 Design Principles](DesignPrinciples.md) - [1.3 Data Model Conventions](DataModelConventions.md) \ No newline at end of file +1 [Background](Background/Background.md) + 1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) + 1.2 [Design Principles](Background/DesignPrinciples.md) + 1.3 [Data Model Conventions](Background/DataModelConventions.md) \ No newline at end of file From 148307b8876824a96143e4e112381a48c8443612 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:30:44 -0400 Subject: [PATCH 25/81] Update Table of Contents list --- Documentation/TableofContents.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 8864415..b3c230a 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -7,6 +7,7 @@ # Table of Contents 1 [Background](Background/Background.md) - 1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) - 1.2 [Design Principles](Background/DesignPrinciples.md) - 1.3 [Data Model Conventions](Background/DataModelConventions.md) \ No newline at end of file +
1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) +
1.2 [Design Principles](Background/DesignPrinciples.md) +
1.3 [Data Model Conventions](Background/DataModelConventions.md) +
2 [Glossary of Terms](GlossaryofTerms.md) From ce0d82b7933d03f8f8bbf94063c3e96f67b445f8 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:31:19 -0400 Subject: [PATCH 26/81] Remove unnecessary link --- Documentation/GlossaryofTerms.md | 1 - 1 file changed, 1 deletion(-) diff --git a/Documentation/GlossaryofTerms.md b/Documentation/GlossaryofTerms.md index 8f8a16b..c1118f3 100644 --- a/Documentation/GlossaryofTerms.md +++ b/Documentation/GlossaryofTerms.md @@ -3,7 +3,6 @@
***Release date needed*** [Back to Table of Contents](TableofContents.md) -
[Back to Background](Background.md) --- From 4a772ce00c18a31e2c1b24beeb91783fb1375c0e Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:32:52 -0400 Subject: [PATCH 27/81] Fixed list of links in background --- Documentation/Background/Background.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index c15dc04..e029500 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -8,9 +8,9 @@ # 1 Background -[1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) -[1.2 Design Principles](DesignPrinciples.md) -[1.3 Data Model Conventions](DataModelConventions.md) +
1.1 [The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) +
1.2 [Design Principles](DesignPrinciples.md) +
1.3 [Data Model Conventions](DataModelConventions.md) The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: From bc30ad820bc71ebbd7849abb12092c1c62e94aeb Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:36:48 -0400 Subject: [PATCH 28/81] Added license to table of contents --- Documentation/TableofContents.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index b3c230a..e73d5ee 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -6,7 +6,8 @@ # Table of Contents -1 [Background](Background/Background.md) +[License](License.md) +
1 [Background](Background/Background.md)
1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md)
1.2 [Design Principles](Background/DesignPrinciples.md)
1.3 [Data Model Conventions](Background/DataModelConventions.md) From 0d8e0b730a1a23c8a1b9b1c10761062f4b5e0f28 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:48:22 -0400 Subject: [PATCH 29/81] Fixed table of contents link --- Documentation/Background/Background.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index e029500..b964b1d 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -2,7 +2,7 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](Documentation/TableofContents.md) +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) --- From 6e6260714c8049808fb56852a9f99991803bf724 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:49:09 -0400 Subject: [PATCH 30/81] Fixed link --- Documentation/Background/TheRoleoftheCommonDataModel.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Documentation/Background/TheRoleoftheCommonDataModel.md b/Documentation/Background/TheRoleoftheCommonDataModel.md index d6e6a4a..fd4902f 100644 --- a/Documentation/Background/TheRoleoftheCommonDataModel.md +++ b/Documentation/Background/TheRoleoftheCommonDataModel.md @@ -2,7 +2,7 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](TableofContents.md) +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md)
[Back to Background](Background.md) --- @@ -10,4 +10,4 @@ # 1.1 The Role of the Common Data Model No single observational data source provides a comprehensive view of the clinical data a patient accumulates while receiving healthcare, and therefore none can be sufficient to meet all expected outcome analysis needs. This explains the need for assessing and analyzing multiple data sources concurrently using a common data standard. This standard is provided by the OMOP Common Data Model (CDM). -The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. \ No newline at end of file +The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. From 81bed98304ea53d1d227cfff5b5d2488232a54bb Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:50:07 -0400 Subject: [PATCH 31/81] Fixed link --- Documentation/Background/DesignPrinciples.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/Background/DesignPrinciples.md b/Documentation/Background/DesignPrinciples.md index 46c9fad..1c3281c 100644 --- a/Documentation/Background/DesignPrinciples.md +++ b/Documentation/Background/DesignPrinciples.md @@ -2,7 +2,7 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](Documentation/TableofContents.md) +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md)
[Back to Background](Background.md) --- From b88500e6381a7acd82f77657559c3ceaba95ab58 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 11:50:26 -0400 Subject: [PATCH 32/81] Fixed link --- Documentation/Background/DataModelConventions.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/Documentation/Background/DataModelConventions.md b/Documentation/Background/DataModelConventions.md index 89e9ee3..255140d 100644 --- a/Documentation/Background/DataModelConventions.md +++ b/Documentation/Background/DataModelConventions.md @@ -2,7 +2,7 @@
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer*
***Release date needed*** -[Back to Table of Contents](Documentation/TableofContents.md) +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md)
[Back to Background](Background.md) --- @@ -23,11 +23,11 @@ Variable names across all tables follow one convention: Notation|Description --------|----------- -|_SOURCE_VALUE|Verbatim information from the source data, typically used in ETL to map to CONCEPT_ID, and not to be used by any standard analytics. For example, condition_source_value = ‘787.02’ was the ICD-9 code captured as a diagnosis from the administrative claim| +|_SOURCE_VALUE|Verbatim information from the source data, typically used in ETL to map to CONCEPT_ID, and not to be used by any standard analytics. For example, condition_source_value = ‘787.02’ was the ICD-9 code captured as a diagnosis from the administrative claim| |_ID|Unique identifiers for key entities, which can serve as foreign keys to establish relationships across entities For example, person_id uniquely identifies each individual. visit_occurrence_id uniquely identifies a PERSON encounter at a point of care.| -|_CONCEPT_ID|Foreign key into the Standardized Vocabularies (i.e. the standard_concept attribute for the corresponding term is true), which serves as the primary basis for all standardized analytics For example, condition_concept_id = 31967 contains reference value for SNOMED concept of ‘Nausea’| -|_SOURCE_CONCEPT_ID|Foreign key into the Standardized Vocabularies representing the concept and terminology used in the source data, when applicable For example, condition_source_concept_id = 35708202 denotes the concept of ‘Nausea’ in the MedDRA terminology; the analogous condition_concept_id might be 31967, since SNOMED-CT is the Standardized Vocabularies for most clinical diagnoses and findings.| -|_TYPE_CONCEPT_ID|Delineates the origin of the source information, standardized within the Standardized Vocabularies For example, drug_type_concept_id can allow analysts to discriminate between ‘Pharmacy dispensing’ and ‘Prescription written’| +|_CONCEPT_ID|Foreign key into the Standardized Vocabularies (i.e. the standard_concept attribute for the corresponding term is true), which serves as the primary basis for all standardized analytics For example, condition_concept_id = 31967 contains reference value for SNOMED concept of ‘Nausea’| +|_SOURCE_CONCEPT_ID|Foreign key into the Standardized Vocabularies representing the concept and terminology used in the source data, when applicable For example, condition_source_concept_id = 35708202 denotes the concept of ‘Nausea’ in the MedDRA terminology; the analogous condition_concept_id might be 31967, since SNOMED-CT is the Standardized Vocabularies for most clinical diagnoses and findings.| +|_TYPE_CONCEPT_ID|Delineates the origin of the source information, standardized within the Standardized Vocabularies For example, drug_type_concept_id can allow analysts to discriminate between ‘Pharmacy dispensing’ and ‘Prescription written’| ## Representation of content through Concepts @@ -78,13 +78,13 @@ When processing your data where source value is a reference to a coding scheme c - If the source code uses alternative formatting (ex. format has removed decimal point from ICD-9 codes), you will need to perform the formatting transformation within the ETL. In this case, you may wish to store the mappings from original codes to source concept ids in the SOURCE_TO_CONCEPT_MAP table. - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 - Use the CONCEPT_RELATIONSHIP table to identify the standard concept_id that corresponds to the source_concept_id in the domain. - - Each source_concept_id can have 1 or more Standard concept_id mapped to it. Each Standard concept_id belongs to only one primary domain, but when a source concept_id maps to multiple standard concept_ids, it is possible for that source_concept_id to result in records being produced across multiple domains. For example, HCPCS code for infusion of a drug will map to a concept in the procedure domain of the infusion and a different concept in the drug domain for the product infused. It is also possible for one source_concept_id to map to multiple standard concept_ids within the same domain. For example, ICD-9 for ‘viral hepatitis with hepatic coma’ maps to SNOMED ‘viral hepatitis’ and a different concept for ‘hepatic coma’ in which case multiple condition_occurrence records will be generated for the one source value record. + - Each source_concept_id can have 1 or more Standard concept_id mapped to it. Each Standard concept_id belongs to only one primary domain, but when a source concept_id maps to multiple standard concept_ids, it is possible for that source_concept_id to result in records being produced across multiple domains. For example, HCPCS code for infusion of a drug will map to a concept in the procedure domain of the infusion and a different concept in the drug domain for the product infused. It is also possible for one source_concept_id to map to multiple standard concept_ids within the same domain. For example, ICD-9 for ‘viral hepatitis with hepatic coma’ maps to SNOMED ‘viral hepatitis’ and a different concept for ‘hepatic coma’ in which case multiple condition_occurrence records will be generated for the one source value record. - If the source_concept_id is not mappable to any standard concept_id, the concept_id field is set to 0. - Write the data record into table(s) corresponding to the domain of the standard concept_id(s). - If the source value is mapped to source_concept_id, but the source_concept_id is not mapped to a standard concept_id, then the domain for the data record, and hence it's table location, is determined by the domain_id field of the CONCEPT record the source_concept_id refers to. The standard concept_id is set to 0. - - If the source value cannot be mapped to a source_concept_id or standard concept_id, then direct the data record to the most appropriate CDM domain based on your local knowledge of the intent of the source data and associated value. For example, if the unmappable source_value came from a ‘diagnosis’ table, then in the absence of other information, you may choose to record that fact in the CONDITION_OCCURRENCE table. + - If the source value cannot be mapped to a source_concept_id or standard concept_id, then direct the data record to the most appropriate CDM domain based on your local knowledge of the intent of the source data and associated value. For example, if the unmappable source_value came from a ‘diagnosis’ table, then in the absence of other information, you may choose to record that fact in the CONDITION_OCCURRENCE table. -Each standard concept_id field has a set of allowable concept_id values. The allowable values are defined by the domain of the concepts. For example, there is a domain concept of ‘Gender’, for which there are only two allowable standard concepts of practical use (8507- ‘Male’, 8532- ‘Female’) and one allowable generic concept to represent a standard notion of ‘no information’ (concept_id = 0). +Each standard concept_id field has a set of allowable concept_id values. The allowable values are defined by the domain of the concepts. For example, there is a domain concept of ‘Gender’, for which there are only two allowable standard concepts of practical use (8507- ‘Male’, 8532- ‘Female’) and one allowable generic concept to represent a standard notion of ‘no information’ (concept_id = 0). There is no constraint on allowed concept_ids within the source_concept_id fields. From 937bf3b5eae32797267feb2ca48e1114e6842142 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:18:27 -0400 Subject: [PATCH 33/81] Update table of contents Added full list of tables in CDM v5.1 --- Documentation/TableofContents.md | 56 ++++++++++++++++++++++++++++++-- 1 file changed, 53 insertions(+), 3 deletions(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index e73d5ee..ff6b156 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -6,9 +6,59 @@ # Table of Contents -[License](License.md) -
1 [Background](Background/Background.md) +**[License](License.md)** +
+
**1 [Background](Background/Background.md)**
1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md)
1.2 [Design Principles](Background/DesignPrinciples.md)
1.3 [Data Model Conventions](Background/DataModelConventions.md) -
2 [Glossary of Terms](GlossaryofTerms.md) +
+
**2 [Glossary of Terms](GlossaryofTerms.md)** +
+
**3 Standardized Vocabularies** +
3.1 CONCEPT +
3.2 VOCABULARY +
3.3 DOMAIN +
3.4 CONCEPT_CLASS +
3.5 CONCEPT_RELATIONSHIP +
3.6 RELATIONSHIP +
3.7 CONCEPT_SYNONYM +
3.8 CONCEPT_ANCESTOR +
3.9 SOURCE_TO_CONCEPT_MAP +
3.10 DRUG_STRENGTH +
3.11 COHORT_DEFINITION +
3.12 ATTRIBUTE_DEFINITION +
+
**4 Standardized Metadata** +
4.1 CDM_SOURCE +
+
**5 Standardized Clinical Data Tables** +
5.1 PERSON +
5.2 OBSERVATION_PERIOD +
5.3 SPECIMEN +
5.4 DEATH +
5.5 VISIT_OCCURRENCE +
5.6 PROCEDURE_OCCURRENCE +
5.7 DRUG_EXPOSURE +
5.8 DEVICE_EXPOSURE +
5.9 CONDITION_OCCURRENCE +
5.10 MEASUREMENT +
5.11 NOTE +
5.12 OBSERVATION +
5.13 FACT_RELATIONSHIP +
+
**6 Standardized Health System Data Tables** +
6.1 LOCATION +
6.2 CARE_SITE +
6.3 PROVIDER +
+
**7 Standardized Health Economics Data Tables** +
7.1 PAYER_PLAN_PERIOD +
7.2 COST +
+
**8 Standardized Derived Elements** +
8.1 COHORT +
8.2 COHORT_ATTRIBUTE +
8.3 DRUG_ERA +
8.4 DOSE_ERA +
8.5 CONDITION_ERA From b9d157dae2bd45bb74e773edac5a01f9db123370 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:19:25 -0400 Subject: [PATCH 34/81] Update table of contents --- Documentation/TableofContents.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index ff6b156..22fc146 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -8,10 +8,10 @@ **[License](License.md)**
-
**1 [Background](Background/Background.md)** -
1.1 [The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) -
1.2 [Design Principles](Background/DesignPrinciples.md) -
1.3 [Data Model Conventions](Background/DataModelConventions.md) +
**[1 Background](Background/Background.md)** +
[1.1 The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) +
[1.2 Design Principles](Background/DesignPrinciples.md) +
[1.3 Data Model Conventions](Background/DataModelConventions.md)

**2 [Glossary of Terms](GlossaryofTerms.md)**
From 6a70eecd07ac5ae347a1bffebd2cf944e32941a7 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:31:43 -0400 Subject: [PATCH 35/81] Added StandardizedVocabularies.md --- Documentation/Background/Background.md | 6 +-- .../StandardizedVocabularies.md | 40 ++++++++++++++++++ .../images/vocabulary_tables.png | Bin 0 -> 51772 bytes 3 files changed, 43 insertions(+), 3 deletions(-) create mode 100644 Documentation/Standardized Vocabularies/StandardizedVocabularies.md create mode 100644 Documentation/Standardized Vocabularies/images/vocabulary_tables.png diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md index b964b1d..db1fa44 100644 --- a/Documentation/Background/Background.md +++ b/Documentation/Background/Background.md @@ -8,9 +8,9 @@ # 1 Background -
1.1 [The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) -
1.2 [Design Principles](DesignPrinciples.md) -
1.3 [Data Model Conventions](DataModelConventions.md) +
[1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) +
[1.2 Design Principles](DesignPrinciples.md) +
[1.3 Data Model Conventions](DataModelConventions.md) The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: diff --git a/Documentation/Standardized Vocabularies/StandardizedVocabularies.md b/Documentation/Standardized Vocabularies/StandardizedVocabularies.md new file mode 100644 index 0000000..9641f6c --- /dev/null +++ b/Documentation/Standardized Vocabularies/StandardizedVocabularies.md @@ -0,0 +1,40 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) + +--- + +# 3 Standardized Vocabularies + +
3.1 CONCEPT +
3.2 VOCABULARY +
3.3 DOMAIN +
3.4 CONCEPT_CLASS +
3.5 CONCEPT_RELATIONSHIP +
3.6 RELATIONSHIP +
3.7 CONCEPT_SYNONYM +
3.8 CONCEPT_ANCESTOR +
3.9 SOURCE_TO_CONCEPT_MAP +
3.10 DRUG_STRENGTH +
3.11 COHORT_DEFINITION +
3.12 ATTRIBUTE_DEFINITION + +These tables contain detailed information about the Concepts used in all of the CDM fact tables. The content of the Standardized Vocabularies tables is not generated anew by each CDM implementation. Instead, it is maintained centrally as a service to the community. + +A number of assumptions were made for the design of the Standardized Vocabularies tables: + + * There is one design which will accommodate all different source terminologies and classifications. + * All terminologies are loaded into the CONCEPT table. + * The key is a newly created concept_id, not the original code of the terminology, because source codes are not unique identifiers across terminologies. + * Some Concepts are declared Standard Concepts, i.e. they are used to represent a certain clinical entity in the data. All Concepts may be Source Concepts; they represent how the entity was coded in the source. Standard Concepts are identified through the standard_concept field in the CONCEPT table. + * Records in the CONCEPT_RELATIONSHIP table define semantic relationships between Concepts. Such relationships can be hierarchical or lateral. + * Records in the CONCEPT_RELATIONSHIP table are used to map Source codes to Standard Concepts, replacing the mechanism of the SOURCE_TO_CONCEPT_MAP table used in prior Standardized Vocabularies versions. The SOURCE_TO_CONCEPT_MAP table is retained as an optional aid to bookkeeping codes not found in the Standardized Vocabularies. + * Chains of hierarchical relationships are recorded in the CONCEPT_ANCESTOR table. Ancestry relationships are only recorded between Standard Concepts that are valid (not deprecated) and are connected through valid and hierarchical relationships in the RELATIONSHIP table (flag defines_ancestry). + +The advantage of this approach lies in the preservation of codes and relationships between them without adherence to the multiple different source data structures, a simple design for standardized access, and the optimization of performance for analysis. Navigation among Standard Concepts does not require knowledge of the source vocabulary. Finally, the approach is scalable and future vocabularies can be integrated easily. On the other hand, extensive transformation of source data to the Vocabulary is required and not every source data structure and original source hierarchy can be retained. + +Below is an entity-relationship diagram highlighting the tables within the Vocabulary portion of the OMOP Common Data Model: + +![](images/vocabulary_tables.png) \ No newline at end of file diff --git a/Documentation/Standardized Vocabularies/images/vocabulary_tables.png b/Documentation/Standardized Vocabularies/images/vocabulary_tables.png new file mode 100644 index 0000000000000000000000000000000000000000..79c635a3aabe539725942896174b3ea8569f6a60 GIT binary patch literal 51772 zcmb@uby!qu7dAe0D4-x9pn!CU2#9nG(jYO!5K@vuBOPKOB}hwyGz>jMhYHf&LrTg} z(hc8+(%j^k79Yxt@!y$~UQaEJj_VAX=JUFsMItlhxDh24kg76|>lBa(WpwjvX?VqxO`TD0n+-Vd7}_ z?N}3+t-DNLs8evA$T7v)5C*4io~1_Ccpv(}4Sj#AJJNdcMXbMXm#=r21&I>g(LjA) z{tU|qJGv$GzGvv0-e9h!ZKuvURUCFXDX;^>uYg6^rowK*hqk0k)ySV%3u)V*1__Rz 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--git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 22fc146..44e2696 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -13,9 +13,9 @@
[1.2 Design Principles](Background/DesignPrinciples.md)
[1.3 Data Model Conventions](Background/DataModelConventions.md)
-
**2 [Glossary of Terms](GlossaryofTerms.md)** +
**[2 Glossary of Terms](GlossaryofTerms.md)**
-
**3 Standardized Vocabularies** +
**[3 Standardized Vocabularies](StandardizedVocabularies/StandardizedVocabularies.md)**
3.1 CONCEPT
3.2 VOCABULARY
3.3 DOMAIN From 8ede600841f6506d224ef11437a480e4e0a7e497 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:34:35 -0400 Subject: [PATCH 37/81] Fixed folder names --- .../StandardizedVocabularies.md | 0 .../images/vocabulary_tables.png | Bin 2 files changed, 0 insertions(+), 0 deletions(-) rename Documentation/{Standardized Vocabularies => StandardizedVocabularies}/StandardizedVocabularies.md (100%) rename Documentation/{Standardized Vocabularies => StandardizedVocabularies}/images/vocabulary_tables.png (100%) diff --git a/Documentation/Standardized Vocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md similarity index 100% rename from Documentation/Standardized Vocabularies/StandardizedVocabularies.md rename to Documentation/StandardizedVocabularies/StandardizedVocabularies.md diff --git a/Documentation/Standardized Vocabularies/images/vocabulary_tables.png b/Documentation/StandardizedVocabularies/images/vocabulary_tables.png similarity index 100% rename from Documentation/Standardized Vocabularies/images/vocabulary_tables.png rename to Documentation/StandardizedVocabularies/images/vocabulary_tables.png From 8f7ed411f7ca84b1457ed2983bb901e096881ac0 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:54:16 -0400 Subject: [PATCH 38/81] Added CONCEPT.md --- .../StandardizedVocabularies/CONCEPT.md | 49 +++++++++++++++++++ .../StandardizedVocabularies.md | 2 +- 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 Documentation/StandardizedVocabularies/CONCEPT.md diff --git a/Documentation/StandardizedVocabularies/CONCEPT.md b/Documentation/StandardizedVocabularies/CONCEPT.md new file mode 100644 index 0000000..f7279ed --- /dev/null +++ b/Documentation/StandardizedVocabularies/CONCEPT.md @@ -0,0 +1,49 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.1 CONCEPT + +## CONCEPT table +The Standardized Vocabularies contains records, or Concepts, that uniquely identify each fundamental unit of meaning used to express clinical information in all domain tables of the CDM. Concepts are derived from vocabularies, which represent clinical information across a domain (e.g. conditions, drugs, procedures) through the use of codes and associated descriptions. Some Concepts are designated Standard Concepts, meaning these Concepts can be used as normative expressions of a clinical entity within the OMOP Common Data Model and within standardized analytics. Each Standard Concept belongs to one domain, which defines the location where the Concept would be expected to occur within data tables of the CDM. + +Concepts can represent broad categories (like “Cardiovascular disease”), detailed clinical elements (”Myocardial infarction of the anterolateral wall”) or modifying characteristics and attributes that define Concepts at various levels of detail (severity of a disease, associated morphology, etc.). + +Records in the Standardized Vocabularies tables are derived from national or international vocabularies such as SNOMED-CT, RxNorm, and LOINC, or custom Concepts defined to cover various aspects of observational data analysis. For a detailed description of these vocabularies, their use in the OMOP CDM and their relationships to each other please refer to the [[documentation:vocabulary|Specifications]]. + +Field|Required|Type|Description +-----|--------|----|----------- +|concept_id|Yes|integer|A unique identifier for each Concept across all domains.| +|concept_name|Yes|varchar(255)|An unambiguous, meaningful and descriptive name for the Concept.| +|domain_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:domain|DOMAIN]] table the Concept belongs to.| +|vocabulary_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:vocabulary|VOCABULARY]] table indicating from which source the Concept has been adapted.| +|concept_class_id|Yes|varchar(20)|The attribute or concept class of the Concept. Examples are “Clinical Drug”, “Ingredient”, “Clinical Finding” etc.| +|standard_concept|No|varchar(1)|This flag determines where a Concept is a Standard Concept, i.e. is used in the data, a Classification Concept, or a non-standard Source Concept. The allowables values are 'S' (Standard Concept) and 'C' (Classification Concept), otherwise the content is NULL.| +|concept_code|Yes|varchar(50)|The concept code represents the identifier of the Concept in the source vocabulary, such as SNOMED-CT concept IDs, RxNorm RXCUIs etc. Note that concept codes are not unique across vocabularies.| +|valid_start_date|Yes|date|The date when the Concept was first recorded. The default value is 1-Jan-1970, meaning, the Concept has no (known) date of inception.| +|valid_end_date|Yes|date|The date when the Concept became invalid because it was deleted or superseded (updated) by a new concept. The default value is 31-Dec-2099, meaning, the Concept is valid until it becomes deprecated.| +|invalid_reason|No|varchar(1)|Reason the Concept was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.| + +### Conventions +Concepts in the Common Data Model are derived from a number of public or proprietary terminologies such as SNOMED-CT and RxNorm, or custom generated to standardize aspects of observational data. Both types of Concepts are integrated based on the following rules: + * All Concepts are maintained centrally by the CDM and Vocabularies Working Group. Additional concepts can be added, as needed, upon request. + * For all Concepts, whether they are custom generated or adopted from published terminologies, a unique numeric identifier concept_id is assigned and used as the key to link all observational data to the corresponding Concept reference data. + * The concept_id of a Concept is persistent, i.e. stays the same for the same Concept between releases of the Standardized Vocabularies. + * A descriptive name for each Concept is stored as the Concept Name as part of the CONCEPT table. Additional names and descriptions for the Concept are stored as Synonyms in the [CONCEPT_SYNONYM](CONCEPT_SYNONYM.md) table. + * Each Concept is assigned to a Domain. For Standard Concepts, these is always a single Domain. Source Concepts can be composite or coordinated entities, and therefore can belong to more than one Domain. The domain_id field of the record contains the abbreviation of the Domain, or Domain combination. Please refer to the Standardized Vocabularies [[documentation:vocabulary:domains|Specification]] for details of the Domain Assignment. + * For details of the Vocabularies adopted for use in the OMOP CDM refer to the Standardized Vocabularies specification. + * Concept Class designation are attributes of Concepts. Each Vocabulary has its own set of permissible Concept Classes, although the same Concept Class can be used by more than one Vocabulary. Depending on the Vocabulary, the Concept Class may categorize Concepts vertically (parallel) or horizontally (hierarchically). See the specification of each vocabulary for details. + * Concept Class attributes should not be confused with Classification Concepts. These are separate Concepts that have a hierarchical relationship to Standard Concepts or each other, while Concept Classes are unique Vocabulary-specific attributes for each Concept. + * For Concepts inherited from published terminologies, the source code is retained in the concept_code field and can be used to reference the source vocabulary. + * Standard Concepts (designated as 'S' in the standard_concept field) may appear in CDM tables in all *_concept_id fields, whereas Classification Concepts ('C') should not appear in the CDM data, but participate in the construction of the [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table and can be used to identify Descendants that may appear in the data. See [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table. Non-standard Concepts can only appear in *_source_concept_id fields and are not used in CONCEPT_ANCESTOR table. Please refer to the Standardized Vocabularies [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:standard_classification_and_source_concepts) for details of the Standard Concept designation. + * All logical data elements associated with the various CDM tables (usually in the _type_concept_id field) are called Type Concepts, including defining characteristics, qualifying attributes etc. They are also stored as Concepts in the CONCEPT table. Since they are generated by OMOP, their is no meaningful concept_code. + * The lifespan of a Concept is recorded through its valid_start_date, valid_end_date and the invalid_reason fields. This allows Concepts to correctly reflect at which point in time were defined. Usually, Concepts get deprecatd if their meaning was deamed ambigous, a duplication of another Conncept, or needed revision for scientific reason. For example, drug ingredients get updated when different salt or isomer variants enter the market. Usually, drugs taken off the market do not cause a deprecation by the terminology vendor. Since observational data are valid with respect to the time they are recorded, it is key for the Standardized Vocabularies to provide even obsolete codes and maintain their relationships to other current Concepts . + * Concepts without a known instantiated date are assigned valid_start_date of ‘1-Jan-1970’. + * Concepts that are not invalid are assigned valid_end_date of ‘31-Dec-2099’. + * Deprecated Concepts (with a valid_end_date before the release date of the Standardized Vocabularies) will have a value of 'D' (deprecated without successor) or 'U' (updated). The updated Concepts have a record in the [CONCEPT_RELATIONSHIP](CONCEPT_RELATIONSHIP.md) table indicating their active replacement Concept. + * Values for concept_ids generated as part of Standardized Vocabularies will be reserved from 0 to 2,000,000,000. Above this range, concept_ids are available for local use and are guaranteed not to clash with future releases of the Standardized Vocabularies. diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md index 9641f6c..9a286ad 100644 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md @@ -8,7 +8,7 @@ # 3 Standardized Vocabularies -
3.1 CONCEPT +
[3.1 CONCEPT](CONCEPT.md)
3.2 VOCABULARY
3.3 DOMAIN
3.4 CONCEPT_CLASS From 54f7a4b3153283391922bae582bcf6121756d3f8 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:55:20 -0400 Subject: [PATCH 39/81] Added link to CONCEPT.md --- Documentation/TableofContents.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 44e2696..7d057de 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -16,7 +16,7 @@
**[2 Glossary of Terms](GlossaryofTerms.md)**

**[3 Standardized Vocabularies](StandardizedVocabularies/StandardizedVocabularies.md)** -
3.1 CONCEPT +
[3.1 CONCEPT](StandardizedVocabularies/CONCEPT.md)
3.2 VOCABULARY
3.3 DOMAIN
3.4 CONCEPT_CLASS From c0fb8c8934ff633ed0c0dbd5d909f715734a5a16 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 12:59:40 -0400 Subject: [PATCH 40/81] Added a link to the ohdsi wiki Updated a link to the ohdsi vocabulary specifications on ohdsi.org --- Documentation/StandardizedVocabularies/CONCEPT.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/Documentation/StandardizedVocabularies/CONCEPT.md b/Documentation/StandardizedVocabularies/CONCEPT.md index f7279ed..3a44e5a 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT.md +++ b/Documentation/StandardizedVocabularies/CONCEPT.md @@ -12,17 +12,17 @@ ## CONCEPT table The Standardized Vocabularies contains records, or Concepts, that uniquely identify each fundamental unit of meaning used to express clinical information in all domain tables of the CDM. Concepts are derived from vocabularies, which represent clinical information across a domain (e.g. conditions, drugs, procedures) through the use of codes and associated descriptions. Some Concepts are designated Standard Concepts, meaning these Concepts can be used as normative expressions of a clinical entity within the OMOP Common Data Model and within standardized analytics. Each Standard Concept belongs to one domain, which defines the location where the Concept would be expected to occur within data tables of the CDM. -Concepts can represent broad categories (like “Cardiovascular disease”), detailed clinical elements (”Myocardial infarction of the anterolateral wall”) or modifying characteristics and attributes that define Concepts at various levels of detail (severity of a disease, associated morphology, etc.). +Concepts can represent broad categories (like “Cardiovascular diseaseâ€), detailed clinical elements (â€Myocardial infarction of the anterolateral wallâ€) or modifying characteristics and attributes that define Concepts at various levels of detail (severity of a disease, associated morphology, etc.). -Records in the Standardized Vocabularies tables are derived from national or international vocabularies such as SNOMED-CT, RxNorm, and LOINC, or custom Concepts defined to cover various aspects of observational data analysis. For a detailed description of these vocabularies, their use in the OMOP CDM and their relationships to each other please refer to the [[documentation:vocabulary|Specifications]]. +Records in the Standardized Vocabularies tables are derived from national or international vocabularies such as SNOMED-CT, RxNorm, and LOINC, or custom Concepts defined to cover various aspects of observational data analysis. For a detailed description of these vocabularies, their use in the OMOP CDM and their relationships to each other please refer to the [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary). -Field|Required|Type|Description +Field|Required|Type|Description -----|--------|----|----------- |concept_id|Yes|integer|A unique identifier for each Concept across all domains.| |concept_name|Yes|varchar(255)|An unambiguous, meaningful and descriptive name for the Concept.| |domain_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:domain|DOMAIN]] table the Concept belongs to.| |vocabulary_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:vocabulary|VOCABULARY]] table indicating from which source the Concept has been adapted.| -|concept_class_id|Yes|varchar(20)|The attribute or concept class of the Concept. Examples are “Clinical Drug”, “Ingredient”, “Clinical Finding” etc.| +|concept_class_id|Yes|varchar(20)|The attribute or concept class of the Concept. Examples are “Clinical Drugâ€, “Ingredientâ€, “Clinical Finding†etc.| |standard_concept|No|varchar(1)|This flag determines where a Concept is a Standard Concept, i.e. is used in the data, a Classification Concept, or a non-standard Source Concept. The allowables values are 'S' (Standard Concept) and 'C' (Classification Concept), otherwise the content is NULL.| |concept_code|Yes|varchar(50)|The concept code represents the identifier of the Concept in the source vocabulary, such as SNOMED-CT concept IDs, RxNorm RXCUIs etc. Note that concept codes are not unique across vocabularies.| |valid_start_date|Yes|date|The date when the Concept was first recorded. The default value is 1-Jan-1970, meaning, the Concept has no (known) date of inception.| @@ -43,7 +43,7 @@ Concepts in the Common Data Model are derived from a number of public or proprie * Standard Concepts (designated as 'S' in the standard_concept field) may appear in CDM tables in all *_concept_id fields, whereas Classification Concepts ('C') should not appear in the CDM data, but participate in the construction of the [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table and can be used to identify Descendants that may appear in the data. See [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table. Non-standard Concepts can only appear in *_source_concept_id fields and are not used in CONCEPT_ANCESTOR table. Please refer to the Standardized Vocabularies [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:standard_classification_and_source_concepts) for details of the Standard Concept designation. * All logical data elements associated with the various CDM tables (usually in the _type_concept_id field) are called Type Concepts, including defining characteristics, qualifying attributes etc. They are also stored as Concepts in the CONCEPT table. Since they are generated by OMOP, their is no meaningful concept_code. * The lifespan of a Concept is recorded through its valid_start_date, valid_end_date and the invalid_reason fields. This allows Concepts to correctly reflect at which point in time were defined. Usually, Concepts get deprecatd if their meaning was deamed ambigous, a duplication of another Conncept, or needed revision for scientific reason. For example, drug ingredients get updated when different salt or isomer variants enter the market. Usually, drugs taken off the market do not cause a deprecation by the terminology vendor. Since observational data are valid with respect to the time they are recorded, it is key for the Standardized Vocabularies to provide even obsolete codes and maintain their relationships to other current Concepts . - * Concepts without a known instantiated date are assigned valid_start_date of ‘1-Jan-1970’. - * Concepts that are not invalid are assigned valid_end_date of ‘31-Dec-2099’. + * Concepts without a known instantiated date are assigned valid_start_date of ‘1-Jan-1970’. + * Concepts that are not invalid are assigned valid_end_date of ‘31-Dec-2099’. * Deprecated Concepts (with a valid_end_date before the release date of the Standardized Vocabularies) will have a value of 'D' (deprecated without successor) or 'U' (updated). The updated Concepts have a record in the [CONCEPT_RELATIONSHIP](CONCEPT_RELATIONSHIP.md) table indicating their active replacement Concept. * Values for concept_ids generated as part of Standardized Vocabularies will be reserved from 0 to 2,000,000,000. Above this range, concept_ids are available for local use and are guaranteed not to clash with future releases of the Standardized Vocabularies. From 231b100c14102f4fd64477712f5769592d79c1ce Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 13:02:38 -0400 Subject: [PATCH 41/81] Table headers Left justify table headers in CONCEPT.md --- Documentation/StandardizedVocabularies/CONCEPT.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/CONCEPT.md b/Documentation/StandardizedVocabularies/CONCEPT.md index 3a44e5a..5bfe04a 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT.md +++ b/Documentation/StandardizedVocabularies/CONCEPT.md @@ -17,7 +17,7 @@ Concepts can represent broad categories (like “Cardiovascular diseaseâ€), det Records in the Standardized Vocabularies tables are derived from national or international vocabularies such as SNOMED-CT, RxNorm, and LOINC, or custom Concepts defined to cover various aspects of observational data analysis. For a detailed description of these vocabularies, their use in the OMOP CDM and their relationships to each other please refer to the [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary). Field|Required|Type|Description ------|--------|----|----------- +:-----|:--------|:----|:----------- |concept_id|Yes|integer|A unique identifier for each Concept across all domains.| |concept_name|Yes|varchar(255)|An unambiguous, meaningful and descriptive name for the Concept.| |domain_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:domain|DOMAIN]] table the Concept belongs to.| From 9ca1465cf161b2c690c56056d0481993cbe10483 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 13:53:16 -0400 Subject: [PATCH 42/81] Added VOCABULARY.md --- .../StandardizedVocabularies/CONCEPT.md | 2 +- .../StandardizedVocabularies.md | 2 +- .../StandardizedVocabularies/VOCABULARY.md | 95 +++++++++++++++++++ Documentation/TableofContents.md | 2 +- 4 files changed, 98 insertions(+), 3 deletions(-) create mode 100644 Documentation/StandardizedVocabularies/VOCABULARY.md diff --git a/Documentation/StandardizedVocabularies/CONCEPT.md b/Documentation/StandardizedVocabularies/CONCEPT.md index 5bfe04a..cdc4bb7 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT.md +++ b/Documentation/StandardizedVocabularies/CONCEPT.md @@ -35,7 +35,7 @@ Concepts in the Common Data Model are derived from a number of public or proprie * For all Concepts, whether they are custom generated or adopted from published terminologies, a unique numeric identifier concept_id is assigned and used as the key to link all observational data to the corresponding Concept reference data. * The concept_id of a Concept is persistent, i.e. stays the same for the same Concept between releases of the Standardized Vocabularies. * A descriptive name for each Concept is stored as the Concept Name as part of the CONCEPT table. Additional names and descriptions for the Concept are stored as Synonyms in the [CONCEPT_SYNONYM](CONCEPT_SYNONYM.md) table. - * Each Concept is assigned to a Domain. For Standard Concepts, these is always a single Domain. Source Concepts can be composite or coordinated entities, and therefore can belong to more than one Domain. The domain_id field of the record contains the abbreviation of the Domain, or Domain combination. Please refer to the Standardized Vocabularies [[documentation:vocabulary:domains|Specification]] for details of the Domain Assignment. + * Each Concept is assigned to a Domain. For Standard Concepts, these is always a single Domain. Source Concepts can be composite or coordinated entities, and therefore can belong to more than one Domain. The domain_id field of the record contains the abbreviation of the Domain, or Domain combination. Please refer to the Standardized Vocabularies [specification](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary) for details of the Domain Assignment. * For details of the Vocabularies adopted for use in the OMOP CDM refer to the Standardized Vocabularies specification. * Concept Class designation are attributes of Concepts. Each Vocabulary has its own set of permissible Concept Classes, although the same Concept Class can be used by more than one Vocabulary. Depending on the Vocabulary, the Concept Class may categorize Concepts vertically (parallel) or horizontally (hierarchically). See the specification of each vocabulary for details. * Concept Class attributes should not be confused with Classification Concepts. These are separate Concepts that have a hierarchical relationship to Standard Concepts or each other, while Concept Classes are unique Vocabulary-specific attributes for each Concept. diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md index 9a286ad..0f8388d 100644 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md @@ -9,7 +9,7 @@ # 3 Standardized Vocabularies
[3.1 CONCEPT](CONCEPT.md) -
3.2 VOCABULARY +
[3.2 VOCABULARY](VOCABULARY.md)
3.3 DOMAIN
3.4 CONCEPT_CLASS
3.5 CONCEPT_RELATIONSHIP diff --git a/Documentation/StandardizedVocabularies/VOCABULARY.md b/Documentation/StandardizedVocabularies/VOCABULARY.md new file mode 100644 index 0000000..39c38e6 --- /dev/null +++ b/Documentation/StandardizedVocabularies/VOCABULARY.md @@ -0,0 +1,95 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.2 VOCABULARY + +The VOCABULARY table includes a list of the Vocabularies collected from various sources or created de novo by the OMOP community. This reference table is populated with a single record for each Vocabulary source and includes a descriptive name and other associated attributes for the Vocabulary. + +Field|Required|Type|Description +:----|:----|:----|:----- +|vocabulary_id|Yes|varchar(20)|A unique identifier for each Vocabulary, such as ICD9CM, SNOMED, Visit.| +|vocabulary_name|Yes|varchar(255)|The name describing the vocabulary, for example "International Classification of Diseases, Ninth Revision, Clinical Modification, Volume 1 and 2 (NCHS)" etc.| +|vocabulary_reference|Yes|varchar(255)|External reference to documentation or available download of the about the vocabulary.| +|vocabulary_version|Yes|varchar(255)|Version of the Vocabulary as indicated in the source.| +|vocabulary_concept_id|Yes|integer|A foreign key that refers to a standard concept identifier in the CONCEPT table for the Vocabulary the VOCABULARY record belongs to.| + +## Conventions + + * There is one record for each Vocabulary. One Vocabulary source or vendor can issue several Vocabularies, each of them creating their own record in the VOCABULARY table. However, the choice of whether a Vocabulary contains Concepts of different Concept Classes, or when these different classes constitute separate Vocabularies cannot precisely be decided based on the definition of what constitutes a Vocabulary. For example, the ICD-9 Volume 1 and 2 codes (ICD9CM, containing predominantly conditions and some procedures and observations) and the ICD-9 Volume 3 codes (ICD9Proc, containing predominantly procedures) are realized as two different Vocabularies. On the other hand, SNOMED-CT codes of the class Condition and those of the class Procedure are part of one and the same Vocabulary. Please refer to the Standardized Vocabularies [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary) for details of each Vocabulary. + * The vocabulary_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Vocabulary name. + * The record with vocabulary_id = 'None' is reserved to contain information regarding the current version of the Entire Standardized Vocabularies. + * The vocabulary_name field contains the full official name of the Vocabulary, as well as the source or vendor in parenthesis. + * Each Vocabulary has an entry in the CONCEPT table, which is recorded in the vocabulary_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by a unique Concept. + * In past versions of the VOCABULARY table, the vocabulary_id used to be a numerical value. A conversion table between these old and new IDs is given below: + +vocabulary_id previously|vocabulary_id Version 5 +-----|----- +|0|None| +|1|[SNOMED](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:snomed)| +|2|[ICD9CM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd9cm)| +|3|ICD9Proc| +|4|[CPT4](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:cpt4)| +|5|HCPCS| +|6|[LOINC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:loinc)| +|7|NDFRT| +|8|[RxNorm](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:rxnorm)| +|9|[NDC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ndc)| +|10|GPI| +|11|[UCUM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ucum)| +|12|[Gender](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:gender)| +|13|Race| +|14|Place of Service| +|15|MedDRA| +|16|Multum| +|17|Read| +|18|OXMIS| +|19|Indication| +|20|ETC| +|21|[ATC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:atc)| +|22|Multilex| +|24|Visit| +|28|VA Product| +|31|SMQ| +|32|VA Class| +|33|Cohort| +|34|[ICD10](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10)| +|35|[ICD10PCS](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10pcs)| +|36|Drug Type| +|37|Condition Type| +|38|Procedure Type| +|39|Observation Type| +|40|DRG| +|41|MDC| +|42|APC| +|43|Revenue Code| +|44|[Ethnicity](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ethnicity)| +|45|Death Type| +|46|[Mesh](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:mesh)| +|47|NUCC| +|48|Specialty| +|49|[LOINC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:loinc)| +|50|SPL| +|53|Genseqno| +|54|CCS| +|55|OPCS4| +|56|Gemscript| +|57|HES Specialty| +|58|Note Type| +|59|Domain| +|60|PCORNet| +|61|Obs Period Type| +|62|Visit Type| +|63|Device Type| +|64|Meas Type| +|65|[Currency](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:currency)| +|66|Relationship| +|67|Vocabulary| +|68|Concept Class| +|69|Cohort Type| +|70|[ICD10CM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10cm)| \ No newline at end of file diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 7d057de..f2010a4 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -17,7 +17,7 @@

**[3 Standardized Vocabularies](StandardizedVocabularies/StandardizedVocabularies.md)**
[3.1 CONCEPT](StandardizedVocabularies/CONCEPT.md) -
3.2 VOCABULARY +
[3.2 VOCABULARY](StandardizedVocabularies/VOCABULARY.md)
3.3 DOMAIN
3.4 CONCEPT_CLASS
3.5 CONCEPT_RELATIONSHIP From 369cdf7cb513371ac6aa19f132e3d9bc853b4f61 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 13:56:34 -0400 Subject: [PATCH 43/81] Update VOCABULARY.md table headers --- Documentation/StandardizedVocabularies/VOCABULARY.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/VOCABULARY.md b/Documentation/StandardizedVocabularies/VOCABULARY.md index 39c38e6..1050d59 100644 --- a/Documentation/StandardizedVocabularies/VOCABULARY.md +++ b/Documentation/StandardizedVocabularies/VOCABULARY.md @@ -28,7 +28,7 @@ Field|Required|Type|Description * Each Vocabulary has an entry in the CONCEPT table, which is recorded in the vocabulary_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by a unique Concept. * In past versions of the VOCABULARY table, the vocabulary_id used to be a numerical value. A conversion table between these old and new IDs is given below: -vocabulary_id previously|vocabulary_id Version 5 +Previous VOCABULARY_ID|Version 5 VOCABULARY_ID -----|----- |0|None| |1|[SNOMED](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:snomed)| From ba7d973b292fe327865b04f52d3cfd00bf250e8a Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:06:59 -0400 Subject: [PATCH 44/81] Added DOMAIN.md --- .../CONDITION_OCCURRENCE.md | 10 +++++++ .../CONDITION_ERA.md | 10 +++++++ .../StandardizedVocabularies/DOMAIN.md | 26 +++++++++++++++++++ 3 files changed, 46 insertions(+) create mode 100644 Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md create mode 100644 Documentation/StandardizedDerivedElements/CONDITION_ERA.md create mode 100644 Documentation/StandardizedVocabularies/DOMAIN.md diff --git a/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md b/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md new file mode 100644 index 0000000..541d123 --- /dev/null +++ b/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# CONDITION_OCCURRENCE \ No newline at end of file diff --git a/Documentation/StandardizedDerivedElements/CONDITION_ERA.md b/Documentation/StandardizedDerivedElements/CONDITION_ERA.md new file mode 100644 index 0000000..b9e168b --- /dev/null +++ b/Documentation/StandardizedDerivedElements/CONDITION_ERA.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# CONDITION_ERA \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/DOMAIN.md b/Documentation/StandardizedVocabularies/DOMAIN.md new file mode 100644 index 0000000..f9fb970 --- /dev/null +++ b/Documentation/StandardizedVocabularies/DOMAIN.md @@ -0,0 +1,26 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.3 DOMAIN + +The DOMAIN table includes a list of OMOP-defined Domains the Concepts of the Standardized Vocabularies can belong to. A Domain defines the set of allowable Concepts for the standardized fields in the CDM tables. For example, the "Condition" Domain contains Concepts that describe a condition of a patient, and these Concepts can only be stored in the condition_concept_id field of the [CONDITION_OCCURRENCE]() and [CONDITION_ERA]() tables. This reference table is populated with a single record for each Domain and includes a descriptive name for the Domain. + +Field|Required|Type|Description +:----|:----|:----|:----- +|domain_id|Yes|varchar(20)|A unique key for each domain.| +|domain_name|Yes|varchar(255)|The name describing the Domain, e.g. "Condition", "Procedure", "Measurement" etc.| +|domain_concept_id|Yes|integer|A foreign key that refers to an identifier in the [CONCEPT](CONCEPT.md) table for the unique Domain Concept the Domain record belongs to.| + +## Conventions + + * There is one record for each Domain. The domains are defined by the tables and fields in the OMOP CDM that can contain Concepts describing all the various aspects of the healthcare experience of a patient. + * The domain_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Domain. + * The domain_name field contains the unabbreviated names of the Domain. + * Each Domain also has an entry in the Concept table, which is recorded in the domain_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concept. + * Versions prior to v5.0.0 of the OMOP CDM did not support the notion of a Domain. From 5cc8863e480d5b2c338d71fa07185d2f471dbb32 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:08:57 -0400 Subject: [PATCH 45/81] Update links in DOMAIN --- .../StandardizedVocabularies/StandardizedVocabularies.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md index 0f8388d..37b6732 100644 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md @@ -10,7 +10,7 @@
[3.1 CONCEPT](CONCEPT.md)
[3.2 VOCABULARY](VOCABULARY.md) -
3.3 DOMAIN +
[3.3 DOMAIN](DOMAIN.md)
3.4 CONCEPT_CLASS
3.5 CONCEPT_RELATIONSHIP
3.6 RELATIONSHIP @@ -37,4 +37,4 @@ The advantage of this approach lies in the preservation of codes and relationshi Below is an entity-relationship diagram highlighting the tables within the Vocabulary portion of the OMOP Common Data Model: -![](images/vocabulary_tables.png) \ No newline at end of file +![](images/vocabulary_tables.png) From 8dfa6eb4af5218850def33087d9d74c1dce2537d Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:12:04 -0400 Subject: [PATCH 46/81] Update links in DOMAIN.md --- Documentation/StandardizedVocabularies/DOMAIN.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/DOMAIN.md b/Documentation/StandardizedVocabularies/DOMAIN.md index f9fb970..dd5fe62 100644 --- a/Documentation/StandardizedVocabularies/DOMAIN.md +++ b/Documentation/StandardizedVocabularies/DOMAIN.md @@ -9,7 +9,7 @@ # 3.3 DOMAIN -The DOMAIN table includes a list of OMOP-defined Domains the Concepts of the Standardized Vocabularies can belong to. A Domain defines the set of allowable Concepts for the standardized fields in the CDM tables. For example, the "Condition" Domain contains Concepts that describe a condition of a patient, and these Concepts can only be stored in the condition_concept_id field of the [CONDITION_OCCURRENCE]() and [CONDITION_ERA]() tables. This reference table is populated with a single record for each Domain and includes a descriptive name for the Domain. +The DOMAIN table includes a list of OMOP-defined Domains the Concepts of the Standardized Vocabularies can belong to. A Domain defines the set of allowable Concepts for the standardized fields in the CDM tables. For example, the "Condition" Domain contains Concepts that describe a condition of a patient, and these Concepts can only be stored in the condition_concept_id field of the [CONDITION_OCCURRENCE](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md) and [CONDITION_ERA](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedDerivedElements/CONDITION_ERA.md) tables. This reference table is populated with a single record for each Domain and includes a descriptive name for the Domain. Field|Required|Type|Description :----|:----|:----|:----- From a7ee82c0efc81872963b5726a53564d2f2d4fc8a Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:18:22 -0400 Subject: [PATCH 47/81] Added CONCEPT_CLASS.md --- .../StandardizedVocabularies/CONCEPT_CLASS.md | 136 ++++++++++++++++++ .../StandardizedVocabularies.md | 2 +- 2 files changed, 137 insertions(+), 1 deletion(-) create mode 100644 Documentation/StandardizedVocabularies/CONCEPT_CLASS.md diff --git a/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md b/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md new file mode 100644 index 0000000..7aa52bd --- /dev/null +++ b/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md @@ -0,0 +1,136 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.4 CONCEPT_CLASS + +The CONCEPT_CLASS table is a reference table, which includes a list of the classifications used to differentiate Concepts within a given Vocabulary. This reference table is populated with a single record for each Concept Class: + +Field|Required|Type|Description +:----|:-----|:-----|:----- +|concept_class_id|Yes|varchar(20)|A unique key for each class.| +|concept_class_name|Yes|varchar(255)|The name describing the Concept Class, e.g. "Clinical Finding", "Ingredient", etc.| +|concept_class_concept_id|Yes|integer|A foreign key that refers to an identifier in the [CONCEPT](CONCEPT.md) table for the unique Concept Class the record belongs to.| + +## Conventions + + * There is one record for each Concept Class. Concept Classes are used to create additional structure to the Concepts within each Vocabulary. Some Concept Classes are unique to a Vocabulary (for example "Clinical Finding" in SNOMED), but others can be used across different Vocabularies. The separation of Concepts through Concept Classes can be semantically horizontal (each Class subsumes Concepts of the same hierarchical level, akin to sub-Vocabularies within a Vocabulary) or vertical (each Class subsumes Concepts of a certain kind, going across hierarchical levels). For example, Concept Classes in SNOMED are vertical: The classes "Procedure" and "Clinical Finding" define very granular to very generic Concepts. On the other hand, "Clinical Drug" and "Ingredient" Concept Classes define horizontal layers or strata in the RxNorm vocabulary, which all belong to the same concept of a Drug. + * The concept_class_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Concept Class. + * The concept_class_name field contains the unabbreviated names of the Concept Class. + * Each Concept Class also has an entry in the Concept table, which is recorded in the concept_class_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concepts. + * Past versions of the OMOP CDM did not have a separate reference table for all Concept Classes. Also, the content of the old concept_class and the new concept_class_id fields are not always identical. A conversion talbe can be found here: + +Previous CONCEPT_CLASS|Version 5 CONCEPT_CLASS_ID +:-----|:------ +|Administrative concept|Admin Concept| +|Admitting Source|Admitting Source| +|Anatomical Therapeutic Chemical Classification|ATC| +|Anatomical Therapeutic Chemical Classification|ATC| +|APC|Procedure| +|Attribute|Attribute| +|Biobank Flag|Biobank Flag| +|Biological function|Biological Function| +|Body structure|Body Structure| +|Brand Name|Brand Name| +|Branded Drug|Branded Drug| +|Branded Drug Component|Branded Drug Comp| +|Branded Drug Form|Branded Drug Form| +|Branded Pack|Branded Pack| +|CCS_DIAGNOSIS|Condition| +|CCS_PROCEDURES|Procedure| +|Chart Availability|Chart Availability| +|Chemical Structure|Chemical Structure| +|Clinical Drug|Clinical Drug| +|Clinical Drug Component|Clinical Drug Comp| +|Clinical Drug Form|Clinical Drug Form| +|Clinical finding|Clinical Finding| +|Clinical Pack|Clinical Pack| +|Concept Relationship|Concept Relationship| +|Condition Occurrence Type|Condition Occur Type| +|Context-dependent category|Context-dependent| +|CPT-4|Procedure| +|Currency|Currency| +|Death Type|Death Type| +|Device Type|Device Type| +|Discharge Disposition|Discharge Dispo| +|Discharge Status|Discharge Status| +|Domain|Domain| +|Dose Form|Dose Form| +|DRG|Diagnostic Category| +|Drug Exposure Type|Drug Exposure Type| +|Drug Interaction|Drug Interaction| +|Encounter Type|Encounter Type| +|Enhanced Therapeutic Classification|ETC| +|Enrollment Basis|Enrollment Basis| +|Environment or geographical location|Location| +|Ethnicity|Ethnicity| +|Event|Event| +|Gender|Gender| +|HCPCS|Procedure| +|Health Care Provider Specialty|Provider Specialty| +|HES specialty|Provider Specialty| +|High Level Group Term|HLGT| +|High Level Term|HLT| +|Hispanic|Hispanic| +|ICD-9-Procedure|Procedure| +|Indication or Contra-indication|Ind / CI| +|Ingredient|Ingredient| +|LOINC Code|Measurement| +|LOINC Multidimensional Classification|Meas Class| +|Lowest Level Term|LLT| +|MDC|Diagnostic Category| +|Measurement Type|Meas Type| +|Mechanism of Action|Mechanism of Action| +|Model component|Model Comp| +|Morphologic abnormality|Morph Abnormality| +|MS-DRG|Diagnostic Category| +|Namespace concept|Namespace Concept| +|Note Type|Note Type| +|Observable entity|Observable Entity| +|Observation Period Type|Obs Period Type| +|Observation Type|Observation Type| +|OMOP DOI cohort|Drug Cohort| +|OMOP HOI cohort|Condition Cohort| +|OPCS-4|Procedure| +|Organism|Organism| +|Patient Status|Patient Status| +|Pharmaceutical / biologic product|Pharma/Biol Product| +|Pharmaceutical Preparations|Pharma Preparation| +|Pharmacokinetics|PK| +|Pharmacologic Class|Pharmacologic Class| +|Physical force|Physical Force| +|Physical object|Physical Object| +|Physiologic Effect|Physiologic Effect| +|Place of Service|Place of Service| +|Preferred Term|PT| +|Procedure|Procedure| +|Procedure Occurrence Type|Procedure Occur Type| +|Qualifier value|Qualifier Value| +|Race|Race| +|Record artifact|Record Artifact| +|Revenue Code|Revenue Code| +|Sex|Gender| +|Social context|Social Context| +|Special concept|Special Concept| +|Specimen|Specimen| +|Staging and scales|Staging / Scales| +|Standardized MedDRA Query|SMQ| +|Substance|Substance| +|System Organ Class|SOC| +|Therapeutic Class|Therapeutic Class| +|UCUM|Unit| +|UCUM Canonical|Canonical Unit| +|UCUM Custom|Unit| +|UCUM Standard|Unit| +|Undefined|Undefined| +|UNKNOWN|Undefined| +|VA Class|Drug Class| +|VA Drug Interaction|Drug Interaction| +|VA Product|Drug Product| +|Visit|Visit| +|Visit Type|Visit Type| diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md index 37b6732..e671ebf 100644 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md @@ -11,7 +11,7 @@
[3.1 CONCEPT](CONCEPT.md)
[3.2 VOCABULARY](VOCABULARY.md)
[3.3 DOMAIN](DOMAIN.md) -
3.4 CONCEPT_CLASS +
[3.4 CONCEPT_CLASS](CONCEPT_CLASS.md)
3.5 CONCEPT_RELATIONSHIP
3.6 RELATIONSHIP
3.7 CONCEPT_SYNONYM From fcc483a14ea6141bffbb9b6e392b19489d8481f6 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:22:38 -0400 Subject: [PATCH 48/81] Updated links to domain and concept_class --- Documentation/TableofContents.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index f2010a4..922da5e 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -18,8 +18,8 @@
**[3 Standardized Vocabularies](StandardizedVocabularies/StandardizedVocabularies.md)**
[3.1 CONCEPT](StandardizedVocabularies/CONCEPT.md)
[3.2 VOCABULARY](StandardizedVocabularies/VOCABULARY.md) -
3.3 DOMAIN -
3.4 CONCEPT_CLASS +
[3.3 DOMAIN](StandardizedVocabularies/DOMAIN.md) +
[3.4 CONCEPT_CLASS]StandardizedVocabularies/CONCEPT_CLASS.md)
3.5 CONCEPT_RELATIONSHIP
3.6 RELATIONSHIP
3.7 CONCEPT_SYNONYM From 216d934d0d30bc3f74d58b14bca360f75973bf6f Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 14:23:11 -0400 Subject: [PATCH 49/81] Update links --- Documentation/TableofContents.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 922da5e..64c61f4 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -19,7 +19,7 @@
[3.1 CONCEPT](StandardizedVocabularies/CONCEPT.md)
[3.2 VOCABULARY](StandardizedVocabularies/VOCABULARY.md)
[3.3 DOMAIN](StandardizedVocabularies/DOMAIN.md) -
[3.4 CONCEPT_CLASS]StandardizedVocabularies/CONCEPT_CLASS.md) +
[3.4 CONCEPT_CLASS](StandardizedVocabularies/CONCEPT_CLASS.md)
3.5 CONCEPT_RELATIONSHIP
3.6 RELATIONSHIP
3.7 CONCEPT_SYNONYM From b9f6e5bd8f1f335c7e6c5ca58d36a69816dc4322 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:24:05 -0400 Subject: [PATCH 50/81] Added the rest of the vocabulary files --- .../StandardizedVocabularies/ATTRIBUTE_DEFINITION.md | 10 ++++++++++ .../StandardizedVocabularies/COHORT_DEFINITION.md | 10 ++++++++++ .../StandardizedVocabularies/CONCEPT_ANCESTOR.md | 10 ++++++++++ .../StandardizedVocabularies/CONCEPT_RELATIONSHIP.md | 10 ++++++++++ .../StandardizedVocabularies/CONCEPT_SYNONYM.md | 10 ++++++++++ .../StandardizedVocabularies/DRUG_STRENGTH.md | 10 ++++++++++ Documentation/StandardizedVocabularies/RELATIONSHIP.md | 10 ++++++++++ .../StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md | 10 ++++++++++ 8 files changed, 80 insertions(+) create mode 100644 Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md create mode 100644 Documentation/StandardizedVocabularies/COHORT_DEFINITION.md create mode 100644 Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md create mode 100644 Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md create mode 100644 Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md create mode 100644 Documentation/StandardizedVocabularies/DRUG_STRENGTH.md create mode 100644 Documentation/StandardizedVocabularies/RELATIONSHIP.md create mode 100644 Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md diff --git a/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md b/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md new file mode 100644 index 0000000..c357302 --- /dev/null +++ b/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.12 ATTRIBUTE_DEFINITION \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md b/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md new file mode 100644 index 0000000..95cf1dd --- /dev/null +++ b/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.11 COHORT_DEFINITION \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md b/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md new file mode 100644 index 0000000..3bfb59d --- /dev/null +++ b/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.8 CONCEPT_ANCESTOR \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md b/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md new file mode 100644 index 0000000..d94902a --- /dev/null +++ b/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.5 CONCEPT_RELATIONSHIP \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md b/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md new file mode 100644 index 0000000..f8cf02c --- /dev/null +++ b/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.7 CONCEPT_SYNONYM \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md b/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md new file mode 100644 index 0000000..e407787 --- /dev/null +++ b/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.10 DRUG_STRENGTH \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/RELATIONSHIP.md b/Documentation/StandardizedVocabularies/RELATIONSHIP.md new file mode 100644 index 0000000..b8d6b02 --- /dev/null +++ b/Documentation/StandardizedVocabularies/RELATIONSHIP.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.6 RELATIONSHIP \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md b/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md new file mode 100644 index 0000000..c7d6f2e --- /dev/null +++ b/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md @@ -0,0 +1,10 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) +
[Back to Standardized Vocabularies](StandardizedVocabularies.md) + +--- + +# 3.9 SOURCE_TO_CONCEPT_MAP \ No newline at end of file From 32aebd75531fbd7f530f385f5d574bdd80c0785a Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:32:07 -0400 Subject: [PATCH 51/81] Update CONCEPT_RELATIONSHIP --- .../CONCEPT_RELATIONSHIP.md | 21 ++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md b/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md index d94902a..0c9068a 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md +++ b/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md @@ -7,4 +7,23 @@ --- -# 3.5 CONCEPT_RELATIONSHIP \ No newline at end of file +# 3.5 CONCEPT_RELATIONSHIP + +The CONCEPT_RELATIONSHIP table contains records that define direct relationships between any two Concepts and the nature or type of the relationship. Each type of a relationship is defined in the [RELATIONSHIP](RELATIONSHIP.md) table. + +Field|Required|Type|Description +:-----|:-----|:----|:----- +|concept_id_1|Yes|integer|A foreign key to a Concept in the [CONCEPT](CONCEPT.md) table associated with the relationship. Relationships are directional, and this field represents the source concept designation.| +|concept_id_2|Yes|integer|A foreign key to a Concept in the [CONCEPT](CONCEPT.md) table associated with the relationship. Relationships are directional, and this field represents the destination concept designation.| +|relationship_id|Yes|varchar(20)|A unique identifier to the type or nature of the Relationship as defined in the [RELATIONSHIP](RELATIONSHIP.md) table.| +|valid_start_date|Yes|date|The date when the instance of the Concept Relationship is first recorded.| +|valid_end_date|Yes|date|The date when the Concept Relationship became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.| +|invalid_reason|No|varchar(1)|Reason the relationship was invalidated. Possible values are 'D' (deleted), 'U' (replaced with an update) or NULL when valid_end_date has the default value.| + +## Conventions + * Relationships can generally be classified as hierarchical (parent-child) or non-hierarchical (lateral). + * All Relationships are directional, and each Concept Relationship is represented twice symmetrically within the CONCEPT_RELATIONSHIP table. For example, the two SNOMED concepts of ‘Acute myocardial infarction of the anterior wall’ and ‘Acute myocardial infarction’ have two Concept Relationships: 1- ‘Acute myocardial infarction of the anterior wall’ ‘Is a’ ‘Acute myocardial infarction’, and 2- ‘Acute myocardial infarction’ ‘Subsumes’ ‘Acute myocardial infarction of the anterior wall’. + * There is one record for each Concept Relationship connecting the same Concepts with the same relationship_id. + * Since all Concept Relationships exist with their mirror image (concept_id_1 and concept_id_2 swapped, and the relationship_id replaced by the reverse_relationship_id from the [RELATIONSHIP](RELATIONSHIP.md) table), it is not necessary to query for the existence of a relationship both in the concept_id_1 and concept_id_2 fields. + * Concept Relationships define direct relationships between Concepts. Indirect relationships through 3rd Concepts are not captured in this table. However, the [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table does this for hierachical relationships over several "generations" of direct relationships. + * In previous versions of the CDM, the relationship_id used to be a numerical identifier. See the [RELATIONSHIP](RELATIONSHIP.md) table. From 147292197ba2f57dc9cfeb1cbd9028bb144a9895 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:37:06 -0400 Subject: [PATCH 52/81] Added COHORT.md --- Documentation/StandardizedDerivedElements/COHORT.md | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 Documentation/StandardizedDerivedElements/COHORT.md diff --git a/Documentation/StandardizedDerivedElements/COHORT.md b/Documentation/StandardizedDerivedElements/COHORT.md new file mode 100644 index 0000000..64a3b0d --- /dev/null +++ b/Documentation/StandardizedDerivedElements/COHORT.md @@ -0,0 +1,9 @@ +*OMOP Common Data Model v5.1 Specifications* +
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* +
***Release date needed*** + +[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) + +--- + +# 8.1 COHORT \ No newline at end of file From 42ce527bfc5757bcc3a5a6ec4a8c9728705a90de Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:45:16 -0400 Subject: [PATCH 53/81] Update ATTRIBUTE_DEFINITION --- .../ATTRIBUTE_DEFINITION.md | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md b/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md index c357302..bc45f0b 100644 --- a/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md +++ b/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md @@ -7,4 +7,19 @@ --- -# 3.12 ATTRIBUTE_DEFINITION \ No newline at end of file +# 3.12 ATTRIBUTE_DEFINITION + +The ATTRIBUTE_DEFINITION table contains records defining Attributes, or covariates, to members of a Cohort through an associated description and syntax and upon instantiation (execution of the algorithm) placed into the COHORT_ATTRIBUTE table. Attributes are derived elements that can be selected or calculated for a subject in a Cohort. The ATTRIBUTE_DEFINITION table provides a standardized structure for maintaining the rules governing the calculation of covariates for a subject in a Cohort, and can store operational programming code to instantiate the Attributes for a given Cohort within the OMOP Common Data Model. + +Field|Required|Type|Description +:----|:-------|:---|:---------- +|attribute_definition_id|Yes|integer|A unique identifier for each Attribute.| +|attribute_name|Yes|varchar(255)|A short description of the Attribute.| +|attribute_description|No|CLOB|A complete description of the Attribute definition| +|attribute_type_concept_id|Yes|integer|Type defining what kind of Attribute Definition the record represents and how the syntax may be executed| +|attribute_syntax|No|CLOB|Syntax or code to operationalize the Attribute definition| + + +## Conventions + * Like the definition syntax field for the COHORT_DEFINITION table, the attribute_syntax does not prescribe any specific syntax or programming language. Typically, it would be any flavor SQL, or a cohort definition language, or a free-text description of the algorithm. + * The Attribute Definition is generic and not necessarily related to a specific Cohort Definition, however the instantiated Attribute is linked to the Cohort records (see below the [COHORT](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedDerivedElements/COHORT.md) table). For example, the Attribute "Age" can be defined as the amount of time between the cohort_start_date of the COHORT table and the year_of_birth, month_of_birth and day_of_birth of the PERSON table. Thus, such a Attribute Definition can be applied and instantiated with any Cohort, as long as it is applied to a Cohort of the same Domain (Person in this case), as it is defined in the subject_concept_id in the COHORT_DEFINITION table. From 3c750920c01930643e4a654a036045df43d5c5bc Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:48:38 -0400 Subject: [PATCH 54/81] Update COHORT_DEFINITION --- .../COHORT_DEFINITION.md | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md b/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md index 95cf1dd..71109a1 100644 --- a/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md +++ b/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md @@ -7,4 +7,20 @@ --- -# 3.11 COHORT_DEFINITION \ No newline at end of file +# 3.11 COHORT_DEFINITION + +The COHORT_DEFINITION table contains records defining a Cohort derived from the data through the associated description and syntax and upon instantiation (execution of the algorithm) placed into the COHORT table. Cohorts are a set of subjects that satisfy a given combination of inclusion criteria for a duration of time. The COHORT_DEFINITION table provides a standardized structure for maintaining the rules governing the inclusion of a subject into a cohort, and can store operational programming code to instantiate the cohort within the OMOP Common Data Model. + +Field|Required|Type|Description +:----|:-------|:---|:---------- +|cohort_definition_id|Yes|integer|A unique identifier for each Cohort.| +|cohort_definition_name|Yes|varchar(255)|A short description of the Cohort.| +|cohort_definition_description|No|CLOB|A complete description of the Cohort definition| +|definition_type_concept_id|Yes|integer|Type defining what kind of Cohort Definition the record represents and how the syntax may be executed| +|cohort_definition_syntax|No|CLOB|Syntax or code to operationalize the Cohort definition| +|subject_concept_id|Yes|integer|A foreign key to the Concept to which defines the domain of subjects that are members of the cohort (e.g., Person, Provider, Visit).| +|cohort_instantiation_date|No|Date|A date to indicate when the Cohort was instantiated in the COHORT table| + +## Conventions + * The cohort_definition_syntax does not prescribe any specific syntax or programming language. Typically, it would be any flavor SQL, a cohort definition language, or a free-text description of the algorithm. + * The subject_concept_id determines what the individual subjects or entities of the Cohort consists of. In most cases, that would be a Person (patient). But cohorts could also be constructed for Providers, Visits or any other Domain. Note that the Domain is not codified using the alphanumerical domain_id like in the CONCEPT table. Instead, the corresponding Concept is used. The Concepts for each domain can be obtained from the DOMAIN table in the domain_concept_id. From b4a3077f812d47786e2ad7910fad627ed6e7d874 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:52:12 -0400 Subject: [PATCH 55/81] Update CONCEPT_ANCESTOR --- .../CONCEPT_ANCESTOR.md | 19 ++++++++++++++++++- 1 file changed, 18 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md b/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md index 3bfb59d..b0a0698 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md +++ b/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md @@ -7,4 +7,21 @@ --- -# 3.8 CONCEPT_ANCESTOR \ No newline at end of file +# 3.8 CONCEPT_ANCESTOR + +The CONCEPT_ANCESTOR table is designed to simplify observational analysis by providing the complete hierarchical relationships between Concepts. Only direct parent-child relationships between Concepts are stored in the CONCEPT_RELATIONSHIP table. To determine higher level ancestry connections, all individual direct relationships would have to be navigated at analysis time. The CONCEPT_ANCESTOR table includes records for all parent-child relationships, as well as grandparent-grandchild relationships and those of any other level of lineage. Using the CONCEPT_ANCESTOR table allows for querying for all descendants of a hierarchical concept. For example, drug ingredients and drug products are all descendants of a drug class ancestor. + +This table is entirely derived from the CONCEPT, CONCEPT_RELATIONSHIP and RELATIONSHIP tables. + +Field|Required|Type|Description +:---|:---|:---|:--- +|ancestor_concept_id|Yes|integer|A foreign key to the concept in the concept table for the higher-level concept that forms the ancestor in the relationship.| +|descendant_concept_id|Yes|integer|A foreign key to the concept in the concept table for the lower-level concept that forms the descendant in the relationship.| +|min_levels_of_separation|Yes|integer|The minimum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an attribute that is used to simplify hierarchic analysis.| +|max_levels_of_separation|Yes|integer|The maximum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an attribute that is used to simplify hierarchic analysis.| + +## Conventions + + * Each concept is also recorded as an ancestor of itself. + * Only valid and Standard Concepts participate in the CONCEPT_ANCESTOR table. It is not possible to find ancestors or descendants of deprecated or Source Concepts. + * Usually, only Concepts of the same Domain are connected through records of the CONCEPT_ANCESTOR table, but there might be exceptions. From 52ba9b2e0c23b0f08feb7ab3d3a005bef840d4e5 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 20:57:22 -0400 Subject: [PATCH 56/81] Added links --- .../StandardizedVocabularies.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md index e671ebf..760a3d4 100644 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md @@ -12,14 +12,14 @@
[3.2 VOCABULARY](VOCABULARY.md)
[3.3 DOMAIN](DOMAIN.md)
[3.4 CONCEPT_CLASS](CONCEPT_CLASS.md) -
3.5 CONCEPT_RELATIONSHIP -
3.6 RELATIONSHIP -
3.7 CONCEPT_SYNONYM -
3.8 CONCEPT_ANCESTOR -
3.9 SOURCE_TO_CONCEPT_MAP -
3.10 DRUG_STRENGTH -
3.11 COHORT_DEFINITION -
3.12 ATTRIBUTE_DEFINITION +
[3.5 CONCEPT_RELATIONSHIP](CONCEPT_RELATIONSHIP.md) +
[3.6 RELATIONSHIP](RELATIONSHIP.md) +
[3.7 CONCEPT_SYNONYM](CONCEPT_SYNONYM.md) +
[3.8 CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) +
[3.9 SOURCE_TO_CONCEPT_MAP](SOURCE_TO_CONCEPT_MAP.md) +
[3.10 DRUG_STRENGTH](DRUG_STRENGTH.md) +
[3.11 COHORT_DEFINITION](COHORT_DEFINITION.md) +
[3.12 ATTRIBUTE_DEFINITION](ATTRIBUTE_DEFINITION.md) These tables contain detailed information about the Concepts used in all of the CDM fact tables. The content of the Standardized Vocabularies tables is not generated anew by each CDM implementation. Instead, it is maintained centrally as a service to the community. From 59e457ef93eec33c47eddf8e9f2121e1c7af4211 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 21:01:34 -0400 Subject: [PATCH 57/81] Update RELATIONSHIP --- .../StandardizedVocabularies/RELATIONSHIP.md | 295 +++++++++++++++++- 1 file changed, 294 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/RELATIONSHIP.md b/Documentation/StandardizedVocabularies/RELATIONSHIP.md index b8d6b02..674e9e9 100644 --- a/Documentation/StandardizedVocabularies/RELATIONSHIP.md +++ b/Documentation/StandardizedVocabularies/RELATIONSHIP.md @@ -7,4 +7,297 @@ --- -# 3.6 RELATIONSHIP \ No newline at end of file +# 3.6 RELATIONSHIP + +The RELATIONSHIP table provides a reference list of all types of relationships that can be used to associate any two concepts in the CONCEPT_RELATIONSHP table. + +Field|Required|Type|Description +:----|:----|:----|:----- +|relationship_id|Yes|varchar(20)| The type of relationship captured by the relationship record.| +|relationship_name|Yes|varchar(255)| The text that describes the relationship type.| +|is_hierarchical|Yes|varchar(1)|Defines whether a relationship defines concepts into classes or hierarchies. Values are 1 for hierarchical relationship or 0 if not.| +|defines_ancestry|Yes|varchar(1)|Defines whether a hierarchical relationship contributes to the concept_ancestor table. These are subsets of the hierarchical relationships. Valid values are 1 or 0.| +|reverse_relationship_id|Yes|varchar(20)|The identifier for the relationship used to define the reverse relationship between two concepts.| +|relationship_concept_id|Yes|integer|A foreign key that refers to an identifier in the CONCEPT table for the unique relationship concept.| + +## Conventions + + * There is one record for each Relationship. + * Relationships are classified as hierarchical (parent-child) or non-hierarchical (lateral) + * They are used to determine which concept relationship records should be included in the computation of the CONCEPT_ANCESTOR table. + * The relationship_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Relationship. + * The relationship_name field contains the unabbreviated names of the Relationship. + * Relationships all exist symmetrically, i.e. in both direction. The relationship_id of the opposite Relationship is provided in the reverse_relationship_id field. + * Each Relationship also has an equivalent entry in the Concept table, which is recorded in the relationship_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concepts. + * Hierarchical Relationships are used to build a hierarchical tree out of the Concepts, which is recorded in the CONCEPT_ANCESTOR table. For example, "has_ingredient" is a Relationship between Concepst of the Concept Class 'Clinical Drug' and those of 'Ingredient', and all Ingredients can be classified as the "parental" hierarchical Concepts for the drug products they are part of. All 'Is a' Relationships are hierarchical. + * Relationships, also hierarchical, can be between Concepts within the same Vocabulary or those adopted from different Vocabulary sources. + * In past versions of the RELATIONSHIP table, the relationship_id used to be a numerical value. A conversion table between these old and new IDs is given below: + +Previous RELATIONSHIP_ID|Version 5 RELATIONSHIP_ID +:-----|:----- +|1|LOINC replaced by| +|2|Has precise ing| +|3|Has tradename| +|4|RxNorm has dose form| +|5|Has form| +|6|RxNorm has ing| +|7|Constitutes| +|8|Contains| +|9|Reformulation of| +|10|Subsumes| +|11|NDFRT has dose form| +|12|Induces| +|13|May diagnose| +|14|Has physio effect| +|15|Has CI physio effect| +|16|NDFRT has ing| +|17|Has CI chem class| +|18|Has MoA| +|19|Has CI MoA| +|20|Has PK| +|21|May treat| +|22|CI to| +|23|May prevent| +|24|Has metabolites| +|25|Has metabolism| +|26|May be inhibited by| +|27|Has chem structure| +|28|NDFRT - RxNorm eq| +|29|Has recipient cat| +|30|Has proc site| +|31|Has priority| +|32|Has pathology| +|33|Has part of| +|34|Has severity| +|35|Has revision status| +|36|Has access| +|37|Has occurrence| +|38|Has method| +|39|Has laterality| +|40|Has interprets| +|41|Has indir morph| +|42|Has indir device| +|43|Has specimen| +|44|Has interpretation| +|45|Has intent| +|46|Has focus| +|47|Has manifestation| +|48|Has active ing| +|49|Has finding site| +|50|Has episodicity| +|51|Has dir subst| +|52|Has dir morph| +|53|Has dir device| +|54|Has component| +|55|Has causative agent| +|56|Has asso morph| +|57|Has asso finding| +|58|Has measurement| +|59|Has property| +|60|Has scale type| +|61|Has time aspect| +|62|Has specimen proc| +|63|Has specimen source| +|64|Has specimen morph| +|65|Has specimen topo| +|66|Has specimen subst| +|67|Has due to| +|68|Has relat context| +|69|Has dose form| +|70|Occurs after| +|71|Has asso proc| +|72|Has dir proc site| +|73|Has indir proc site| +|74|Has proc device| +|75|Has proc morph| +|76|Has finding context| +|77|Has proc context| +|78|Has temporal context| +|79|Findinga sso with| +|80|Has surgical appr| +|81|Using device| +|82|Using energy| +|83|Using subst| +|84|Using acc device| +|85|Has clinical course| +|86|Has route of admin| +|87|Using finding method| +|88|Using finding inform| +|92|ICD9P - SNOMED eq| +|93|CPT4 - SNOMED cat| +|94|CPT4 - SNOMED eq| +|125|MedDRA - SNOMED eq| +|126|Has FDA-appr ind| +|127|Has off-label ind| +|129|Has CI| +|130|ETC - RxNorm| +|131|ATC - RxNorm| +|132|SMQ - MedDRA| +|135|LOINC replaces| +|136|Precise ing of| +|137|Tradename of| +|138|RxNorm dose form of| +|139|Form of| +|140|RxNorm ing of| +|141|Consists of| +|142|Contained in| +|143|Reformulated in| +|144|Is a| +|145|NDFRT dose form of| +|146|Induced by| +|147|Diagnosed through| +|148|Physiol effect by| +|149|CI physiol effect by| +|150|NDFRT ing of| +|151|CI chem class of| +|152|MoA of| +|153|CI MoA of| +|154|PK of| +|155|May be treated by| +|156|CI by| +|157|May be prevented by| +|158|Metabolite of| +|159|Metabolism of| +|160|Inhibits effect| +|161|Chem structure of| +|162|RxNorm - NDFRT eq| +|163|Recipient cat of| +|164|Proc site of| +|165|Priority of| +|166|Pathology of| +|167|Part of| +|168|Severity of| +|169|Revision status of| +|170|Access of| +|171|Occurrence of| +|172|Method of| +|173|Laterality of| +|174|Interprets of| +|175|Indir morph of| +|176|Indir device of| +|177|Specimen of| +|178|Interpretation of| +|179|Intent of| +|180|Focus of| +|181|Manifestation of| +|182|Active ing of| +|183|Finding site of| +|184|Episodicity of| +|185|Dir subst of| +|186|Dir morph of| +|187|Dir device of| +|188|Component of| +|189|Causative agent of| +|190|Asso morph of| +|191|Asso finding of| +|192|Measurement of| +|193|Property of| +|194|Scale type of| +|195|Time aspect of| +|196|Specimen proc of| +|197|Specimen identity of| +|198|Specimen morph of| +|199|Specimen topo of| +|200|Specimen subst of| +|201|Due to of| +|202|Relat context of| +|203|Dose form of| +|204|Occurs before| +|205|Asso proc of| +|206|Dir proc site of| +|207|Indir proc site of| +|208|Proc device of| +|209|Proc morph of| +|210|Finding context of| +|211|Proc context of| +|212|Temporal context of| +|213|Asso with finding| +|214|Surgical appr of| +|215|Device used by| +|216|Energy used by| +|217|subst used by| +|218|Acc device used by| +|219|Clinical course of| +|220|Route of admin of| +|221|Finding method of| +|222|Finding inform of| +|226|SNOMED - ICD9P eq| +|227|SNOMED cat - CPT4| +|228|SNOMED - CPT4 eq| +|239|SNOMED - MedDRA eq| +|240|Is FDA-appr ind of| +|241|Is off-label ind of| +|243|Is CI of| +|244|RxNorm - ETC| +|245|RxNorm - ATC| +|246|MedDRA - SMQ| +|247|Ind/CI - SNOMED| +|248|SNOMED - ind/CI| +|275|Has therap class| +|276|Therap class of| +|277|Drug-drug inter for| +|278|Has drug-drug inter| +|279|Has pharma prep| +|280|Pharma prep in| +|281|Inferred class of| +|282|Has inferred class| +|283|SNOMED proc - HCPCS| +|284|HCPCS - SNOMED proc| +|285|RxNorm - NDFRT name| +|286|NDFRT - RxNorm name| +|287|ETC - RxNorm name| +|288|RxNorm - ETC name| +|289|ATC - RxNorm name| +|290|RxNorm - ATC name| +|291|HOI - SNOMED| +|292|SNOMED - HOI| +|293|DOI - RxNorm| +|294|RxNorm - DOI| +|295|HOI - MedDRA| +|296|MedDRA - HOI| +|297|NUCC - CMS Specialty| +|298|CMS Specialty - NUCC| +|299|DRG - MS-DRG eq| +|300|MS-DRG - DRG eq| +|301|DRG - MDC cat| +|302|MDC cat - DRG| +|303|Visit cat - PoS| +|304|PoS - Visit cat| +|305|VAProd - NDFRT| +|306|NDFRT - VAProd| +|307|VAProd - RxNorm eq| +|308|RxNorm - VAProd eq| +|309|RxNorm replaced by| +|310|RxNorm replaces| +|311|SNOMED replaced by| +|312|SNOMED replaces| +|313|ICD9P replaced by| +|314|ICD9P replaces| +|315|Multilex has ing| +|316|Multilex ing of| +|317|RxNorm - Multilex eq| +|318|Multilex - RxNorm eq| +|319|Multilex ing - class| +|320|Class - Multilex ing| +|321|Maps to| +|322|Mapped from| +|325|Map includes child| +|326|Included in map from| +|327|Map excludes child| +|328|Excluded in map from| +|345|UCUM replaced by| +|346|UCUM replaces| +|347|Concept replaced by| +|348|Concept replaces| +|349|Concept same_as to| +|350|Concept same_as from| +|351|Concept alt_to to| +|352|Concept alt_to from| +|353|Concept poss_eq to| +|354|Concept poss_eq from| +|355|Concept was_a to| +|356|Concept was_a from| +|357|SNOMED meas - HCPCS| +|358|HCPCS - SNOMED meas| +|359|Domain subsumes| +|360|Is domain| From 05051a05348575788dcdd43849f2704b5d9dbeb6 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 21:04:46 -0400 Subject: [PATCH 58/81] Update CONCEPT_SYNONYM --- .../StandardizedVocabularies/CONCEPT_SYNONYM.md | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md b/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md index f8cf02c..dba9185 100644 --- a/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md +++ b/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md @@ -7,4 +7,18 @@ --- -# 3.7 CONCEPT_SYNONYM \ No newline at end of file +# 3.7 CONCEPT_SYNONYM + +The CONCEPT_SYNONYM table is used to store alternate names and descriptions for Concepts. + +Field|Required|Type|Description +:----|:----|:----|:---- +|concept_id|Yes|Integer|A foreign key to the Concept in the CONCEPT table.| +|concept_synonym_name|Yes|varchar(1000)|The alternative name for the Concept.| +|language_concept_id|Yes|integer|A foreign key to a Concept representing the language.| + +## Conventions + + * The concept_name field contains a valid Synonym of a concept, including the description in the concept_name itself. I.e. each Concept has at least one Synonym in the CONCEPT_SYNONYM table. As an example, for a SNOMED-CT Concept, if the fully specified name is stored as the concept_name of the CONCEPT table, then the Preferred Term and Synonyms associated with the Concept are stored in the CONCEPT_SYNONYM table. + * Only Synonyms that are active and current are stored in the CONCEPT_SYNONYM table. Tracking synonym/description history and mapping of obsolete synonyms to current Concepts/Synonyms is out of scope for the Standard Vocabularies. + * Currently, only English Synonyms are included. From b0ff4a470a6323c9932d42ed6c85952765c7dada Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 21:08:07 -0400 Subject: [PATCH 59/81] Update SOURCE_TO_CONCEPT_MAP --- .../SOURCE_TO_CONCEPT_MAP.md | 28 ++++++++++++++++++- 1 file changed, 27 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md b/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md index c7d6f2e..2ead71a 100644 --- a/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md +++ b/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md @@ -7,4 +7,30 @@ --- -# 3.9 SOURCE_TO_CONCEPT_MAP \ No newline at end of file +# 3.9 SOURCE_TO_CONCEPT_MAP + +The source to concept map table is a legacy data structure within the OMOP Common Data Model, recommended for use in ETL processes to maintain local source codes which are not available as Concepts in the Standardized Vocabularies, and to establish mappings for each source code into a Standard Concept as target_concept_ids that can be used to populate the Common Data Model tables. The SOURCE_TO_CONCEPT_MAP table is no longer populated with content within the Standardized Vocabularies published to the OMOP community. + +Field|Required|Type|Description +:---|:----|:---|:---- +|source_code|Yes|varchar(50)|The source code being translated into a Standard Concept.| +|source_concept_id|Yes|integer|A foreign key to the Source Concept that is being translated into a Standard Concept.| +|source_vocabulary_id|No|varchar(20)|A foreign key to the VOCABULARY table defining the vocabulary of the source code that is being translated to a Standard Concept.| +|source_code_description|Yes|varchar(255)|An optional description for the source code. This is included as a convenience to compare the description of the source code to the name of the concept.| +|target_concept_id|Yes|integer|A foreign key to the target Concept to which the source code is being mapped.| +|target_vocabulary_id|Yes|varchar(20)|A foreign key to the VOCABULARY table defining the vocabulary of the target Concept.| +|valid_start_date|Yes|date|The date when the mapping instance was first recorded.| +|valid_end_date|Yes|date|The date when the mapping instance became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.| +|invalid_reason|No|varchar(1)|Reason the mapping instance was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.| + +## Conventions + + * This table is no longer used to distribute mapping information between source codes and Standard Concepts for the Standard Vocabularies. Instead, the CONCEPT_RELATIONSHIP table is used for this purpose, using the relationship_id='Maps to'. + * However, this table can still be used for the translation of local source codes into Standard Concepts. + * **Note:** This table should not be used to translate source codes to Source Concepts. The source code of a Source Concept is captured in its concept_code field. If the source codes used in a given database do not follow correct formatting the ETL will have to perform this translation. For example, if ICD-9-CM codes are recorded without a dot the ETL will have to perform a lookup function that allows identifying the correct ICD-9-CM Source Concept (with the dot in the concept_code field). + * The source_concept_id, or the combination of the fields source_code and the source_vocabulary_id uniquely identifies the source information. It is the equivalent to the concept_id_1 field in the CONCEPT_RELATIONSHIP table. + * If there is no source_concept_id available because the source codes are local and not supported by the Standard Vocabulary, the content of the field is 0 (zero, not null) encoding an undefined concept. However, local Source Concepts are established (concept_id values above 2,000,000,000). + * The source_code_description contains an optional description of the source code. + * The target_concept_id contains the Concept the source code is mapped to. It is equivalent to the concept_id_2 in the CONCEPT_RELATIONSHIP table + * The target_vocabulary_id field contains the vocabulary_id of the target concept. It is a duplication of the same information in the CONCEPT record of the Target Concept. + * The fields valid_start_date, valid_end_date and invalid_reason are used to define the life cycle of the mapping information. Invalid mapping records should not be used for mapping information. From a8d03c6e63c49b8416e6397a84f7e461161ef6b5 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 21:17:30 -0400 Subject: [PATCH 60/81] Update DRUG_STRENGTH table --- .../StandardizedVocabularies/DRUG_STRENGTH.md | 31 ++++++++++++++++++- 1 file changed, 30 insertions(+), 1 deletion(-) diff --git a/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md b/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md index e407787..552ead4 100644 --- a/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md +++ b/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md @@ -7,4 +7,33 @@ --- -# 3.10 DRUG_STRENGTH \ No newline at end of file +# 3.10 DRUG_STRENGTH + +The DRUG_STRENGTH table contains structured content about the amount or concentration and associated units of a specific ingredient contained within a particular drug product. This table is supplemental information to support standardized analysis of drug utilization. + +Field|Required|Type|Description +:----|:----|:----|:----- +|drug_concept_id|Yes|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for Branded Drug or Clinical Drug Concept.| +|ingredient_concept_id|Yes|integer|A foreign key to the Concept in the CONCEPT table, representing the identifier for drug Ingredient Concept contained within the drug product.| +|amount_value|No|float|The numeric value associated with the amount of active ingredient contained within the product.| +|amount_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the Unit for the absolute amount of active ingredient.| +|numerator_value|No|float|The numeric value associated with the concentration of the active ingredient contained in the product| +|numerator_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the numerator Unit for the concentration of active ingredient.| +|denominator_value|No|float|The amount of total liquid (or other divisible product, such as ointment, gel, spray, etc.).| +|denominator_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the denominator Unit for the concentration of active ingredient.| +|valid_start_date|Yes|date|The date when the Concept was first recorded. The default value is 1-Jan-1970.| +|valid_end_date|Yes|date|The date when the concept became invalid because it was deleted or superseded (updated) by a new Concept. The default value is 31-Dec-2099.| +|invalid_reason|No|varchar(1)|Reason the concept was invalidated. Possible values are 'D' (deleted), 'U' (replaced with an update) or NULL when valid_end_date has the default value.| + +## Conventions + + * The DRUG_STRENGTH table contains information for each active (non-deprecated) standard drug concept. + * A drug which contains multiple active Ingredients will result in multiple DRUG_STRENGTH records, one for each active ingredient. + * Ingredient strength information is provided either as absolute amount (usually for solid formulations) or as concentration (usually for liquid formulations). + * If the absolute amount is provided (for example, 'Acetaminophen 5 MG Tablet') the amount_value and amount_unit_concept_id are used to define this content (in this case 5 and 'MG'). + * If the concentration is provided (for example 'Acetaminophen 48 MG/ML Oral Solution') the numerator_value in combination with the numerator_unit_concept_id and denominator_unit_concept_id are used to define this content (in this case 48, 'MG' and 'ML'). + * In case of Quantified Clinical or Branded Drugs the denominator_value contains the total amount of the solution (not the amount of the ingredient). In all other drug concept classes the denominator amount is NULL because the concentration is always normalized to the unit of the denominator. So, a product containing 960 mg in 20 mL is provided as 48 mg/mL in the Clinical Drug and Clinical Drug Component, while as a Quantified Clinical Drug it is written as 960 mg/20 mL. + * If the strength is provided in % (volume or mass-percent are not distinguished) it is stored in the numerator_value/numerator_unit_concept_id field combination, with both the denominator_value and denominator_unit_concept_id set to NULL. If it is a Quantified Drug the total amount of drug is provided in the denominator_value/denominator_unit_concept_id pair. E.g., the 30 G Isoconazole 2% Topical Cream is provided as 2% / in Clinical Drug and Clinical Drug Component, and as 2% /30 G. + * Sometimes, one Ingredient is listed with different units within the same drug. This is very rare, and usually this happens if there are more than one Precise Ingredient. For example, 'Penicillin G, Benzathine 150000 UNT/ML / Penicillin G, Procaine 150000 MEQ/ML Injectable Suspension' contains Penicillin G in two different forms. + * Sometimes, different ingredients in liquid drugs are listed with different units in the denominator_unit_concept_id. This is usually the case if the ingredients are liquids themselves (concentration provided as mL/mL) or solid substances (mg/mg). In these cases, the general assumptions is made that the density of the drug is that of water, and one can assume 1 g = 1 mL. + * All Drug vocabularies containing Standard Concepts have entries in the DRUG_STRENGTH table. From 7014860d77e4e6f7333bf0bc2b02e507ab5eaa08 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 14 Jun 2017 21:23:37 -0400 Subject: [PATCH 61/81] Update links --- Documentation/TableofContents.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/Documentation/TableofContents.md b/Documentation/TableofContents.md index 64c61f4..f4eadbf 100644 --- a/Documentation/TableofContents.md +++ b/Documentation/TableofContents.md @@ -20,14 +20,14 @@
[3.2 VOCABULARY](StandardizedVocabularies/VOCABULARY.md)
[3.3 DOMAIN](StandardizedVocabularies/DOMAIN.md)
[3.4 CONCEPT_CLASS](StandardizedVocabularies/CONCEPT_CLASS.md) -
3.5 CONCEPT_RELATIONSHIP -
3.6 RELATIONSHIP -
3.7 CONCEPT_SYNONYM -
3.8 CONCEPT_ANCESTOR -
3.9 SOURCE_TO_CONCEPT_MAP -
3.10 DRUG_STRENGTH -
3.11 COHORT_DEFINITION -
3.12 ATTRIBUTE_DEFINITION +
[3.5 CONCEPT_RELATIONSHIP](StandardizedVocabularies/CONCEPT_RELATIONSHIP.md) +
[3.6 RELATIONSHIP](StandardizedVocabularies/RELATIONSHIP.md) +
[3.7 CONCEPT_SYNONYM](StandardizedVocabularies/CONCEPT_SYNONYM.md) +
[3.8 CONCEPT_ANCESTOR](StandardizedVocabularies/CONCEPT_ANCESTOR.md) +
[3.9 SOURCE_TO_CONCEPT_MAP](StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md) +
[3.10 DRUG_STRENGTH](StandardizedVocabularies/DRUG_STRENGTH.md) +
[3.11 COHORT_DEFINITION](StandardizedVocabularies/COHORT_DEFINITION.md) +
[3.12 ATTRIBUTE_DEFINITION](StandardizedVocabularies/ATTRIBUTE_DEFINITION.md)

**4 Standardized Metadata**
4.1 CDM_SOURCE From 8ae79533d2c6d67d327a16db2f61111ad057ef82 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 14:11:02 -0400 Subject: [PATCH 62/81] Added report.Rmd --- Documentation/report.Rmd | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Documentation/report.Rmd diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd new file mode 100644 index 0000000..0fe9ef7 --- /dev/null +++ b/Documentation/report.Rmd @@ -0,0 +1,12 @@ +--- + title: Common Data Model + output: + pdf_document: + toc: yes +--- + +```{r child = 'License.md'} +``` + +```{r child = 'Background/TheRoleoftheCommonDataModel.md'} +``` \ No newline at end of file From 226b20160d0c5fcce4f05e9d2107777821bb878a Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 14:28:24 -0400 Subject: [PATCH 63/81] Updated report.Rmd --- Documentation/report.Rmd | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd index 0fe9ef7..dab7758 100644 --- a/Documentation/report.Rmd +++ b/Documentation/report.Rmd @@ -1,7 +1,10 @@ --- - title: Common Data Model + title: "OMOP Common Data Model Specifications" + author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" + date: "`r Sys.Date()`" output: pdf_document: + number_sections: yes toc: yes --- From dbecee7baa40789425a3bc2ae18cb7ab69f511e1 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 14:30:45 -0400 Subject: [PATCH 64/81] Fixed image address --- Documentation/License.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/License.md b/Documentation/License.md index 3f4d331..c792def 100644 --- a/Documentation/License.md +++ b/Documentation/License.md @@ -14,5 +14,5 @@ This work is based on work by the Observational Medical Outcomes Partnership (OM All derivative work after the OMOP CDM v4 specification is dedicated to the public domain. Observational Health Data Sciences and Informatics (OHDSI) has waived all copyright and related or neighboring rights to the extent allowed by law. -{{:documentation:cdm:cdm:public_domain.png?100|}} +![](http://www.ohdsi.org/web/wiki/lib/exe/fetch.php?cache=&w=88&h=31&tok=3977bb&media=documentation:cdm:cdm:public_domain.png) http://creativecommons.org/publicdomain/zero/1.0/ From 987b68697de766071d72b720143f87360275fc53 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 14:58:41 -0400 Subject: [PATCH 65/81] Removed header as this will be part of the .Rmd --- Documentation/License.md | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/Documentation/License.md b/Documentation/License.md index c792def..5520048 100644 --- a/Documentation/License.md +++ b/Documentation/License.md @@ -1,12 +1,5 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](TableofContents.md) - ---- - # License +[Go to Table of Contents on Github](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) © 2014 Observational Health Data Sciences and Informatics From 99fc33871c5c0d222f53f0d6347f8421e1aacebb Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 15:07:17 -0400 Subject: [PATCH 66/81] Fixed link --- Documentation/License.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Documentation/License.md b/Documentation/License.md index 5520048..5072945 100644 --- a/Documentation/License.md +++ b/Documentation/License.md @@ -1,5 +1,4 @@ # License -[Go to Table of Contents on Github](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) © 2014 Observational Health Data Sciences and Informatics @@ -9,3 +8,5 @@ All derivative work after the OMOP CDM v4 specification is dedicated to the publ ![](http://www.ohdsi.org/web/wiki/lib/exe/fetch.php?cache=&w=88&h=31&tok=3977bb&media=documentation:cdm:cdm:public_domain.png) http://creativecommons.org/publicdomain/zero/1.0/ + +[Table of Contents*](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) From 1ba30df32aa1a2a07cff9d0fbc2bf5d873fa6f57 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 15:23:39 -0400 Subject: [PATCH 67/81] Minor changes to report.Rmd --- Documentation/report.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd index dab7758..1b697eb 100644 --- a/Documentation/report.Rmd +++ b/Documentation/report.Rmd @@ -2,7 +2,7 @@ title: "OMOP Common Data Model Specifications" author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" date: "`r Sys.Date()`" - output: + output: pdf_document: number_sections: yes toc: yes From 014eafca1bcb7f2ee858288a71684608462dbe68 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Fri, 16 Jun 2017 15:55:59 -0400 Subject: [PATCH 68/81] fixed link color --- Documentation/report.Rmd | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd index 1b697eb..88d29d9 100644 --- a/Documentation/report.Rmd +++ b/Documentation/report.Rmd @@ -1,15 +1,18 @@ --- - title: "OMOP Common Data Model Specifications" - author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" - date: "`r Sys.Date()`" - output: - pdf_document: - number_sections: yes - toc: yes +title: "OMOP Common Data Model Specifications" +author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" +date: "`r Sys.Date()`" +output: + pdf_document: + number_sections: yes + toc: yes +linkcolor: blue --- ```{r child = 'License.md'} ``` ```{r child = 'Background/TheRoleoftheCommonDataModel.md'} -``` \ No newline at end of file +``` + +Will it add the footer? \ No newline at end of file From 6981debb02366be1b6d9adba17cf24ced781a009 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 08:39:42 -0400 Subject: [PATCH 69/81] Revert "Update OMOP CDM indexes required - SQL Server.sql" --- ...OMOP CDM indexes required - SQL Server.sql | 175 ------------------ 1 file changed, 175 deletions(-) diff --git a/Sql Server/OMOP CDM indexes required - SQL Server.sql b/Sql Server/OMOP CDM indexes required - SQL Server.sql index 74efad2..f701dba 100644 --- a/Sql Server/OMOP CDM indexes required - SQL Server.sql +++ b/Sql Server/OMOP CDM indexes required - SQL Server.sql @@ -185,178 +185,3 @@ CREATE INDEX idx_dose_era_concept_id ON dose_era (drug_concept_id ASC); CREATE CLUSTERED INDEX idx_condition_era_person_id ON condition_era (person_id ASC); CREATE INDEX idx_condition_era_concept_id ON condition_era (condition_concept_id ASC); -/**************************************************************************************************************************************** -***************************************************** Non Cluster Index ************************************************************** - **************************************************************************************************************************************** - **********************************/ - - /* PERSON */ - -USE [Camel_DB] -GO - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PERSON] ([person_id]) - INCLUDE ([year_of_birth],[gender_concept_id] ); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PERSON] ([location_id]) - INCLUDE ([person_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PERSON] ([provider_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PERSON] ([care_site_id]); - GO; - -/* OBSERVATION */ - -USE [Camel_DB]; -GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[OBSERVATION] ([provider_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[OBSERVATION] ([visit_occurrence_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[OBSERVATION] ([value_as_number],[unit_concept_id]) - INCLUDE ([observation_concept_id]); - GO; - -/* OBSERVATION_PERIOD */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[OBSERVATION_PERIOD] ([PERSON_ID]) - INCLUDE ([OBSERVATION_PERIOD_START_DATE]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[OBSERVATION_PERIOD] ([OBSERVATION_PERIOD_START_DATE],[OBSERVATION_PERIOD_END_DATE]) - INCLUDE ([PERSON_ID]); - GO; - -/* VISIT */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[VISIT_OCCURRENCE] ([care_site_id]); - GO; - -/* CONDITION */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[CONDITION_OCCURRENCE] ([provider_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[CONDITION_OCCURRENCE] ([visit_occurrence_id]); - GO; - -/* CONDITION_ERA */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[CONDITION_ERA] ([person_id]) - INCLUDE ([condition_concept_id],[condition_era_start_date]); - GO; - -/* PROCEDURE */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PROCEDURE_OCCURRENCE] ([provider_id], [visit_occurrence_id]); - GO; - - -/* DRUG */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([provider_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([visit_occurrence_id]) - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([days_supply]) - INCLUDE ([drug_concept_id]) - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([refills]) - INCLUDE ([drug_concept_id]) - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([quantity]) - INCLUDE ([drug_concept_id]) - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_EXPOSURE] ([drug_concept_id]) - INCLUDE ([drug_source_value]) - GO; - -/* DRUG_ERA */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[DRUG_ERA] ([person_id]) - INCLUDE ([drug_concept_id],[drug_era_start_date]) - GO; - -/* MEASUREMENT */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([person_id]) - INCLUDE ([measurement_concept_id],[measurement_date]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([provider_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([visit_occurrence_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([value_as_number],[value_as_concept_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([value_as_number],[unit_concept_id]) - INCLUDE ([measurement_concept_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([value_as_number],[unit_concept_id],[range_low],[range_high]) - INCLUDE ([measurement_concept_id]); - GO; - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[MEASUREMENT] ([value_as_number]); - GO; - -/* PROVIDER */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PROVIDER] ([care_site_id]); - GO; - -/* PAYER_PLAN_PERIOD */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[PAYER_PLAN_PERIOD] ([person_id]) - INCLUDE ([payer_plan_period_start_date],[payer_plan_period_end_date]); - GO; - -/* ACHILLES_results */ - - CREATE NONCLUSTERED INDEX [] - ON [dbo].[ACHILLES_results] ([count_value]); - GO; From f7ea9da12b02cb0d521706b0422762bfbe3208e6 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 09:04:54 -0400 Subject: [PATCH 70/81] Added R project to create pdf --- Documentation/.Rhistory | 512 +++++++++++++++++++++++++++++++++++++++ Documentation/report.Rmd | 11 +- Documentation/report.pdf | Bin 0 -> 133089 bytes 3 files changed, 518 insertions(+), 5 deletions(-) create mode 100644 Documentation/.Rhistory create mode 100644 Documentation/report.pdf diff --git a/Documentation/.Rhistory b/Documentation/.Rhistory new file mode 100644 index 0000000..a5ebd21 --- /dev/null +++ b/Documentation/.Rhistory @@ -0,0 +1,512 @@ +library(BigKnn) +library(caret) +2 +# general initial settings `50g' means 50GB - you may need to reduce +options(fftempdir = "drive:/FFtemp") +h2o.init(nthreads = -1, max_mem_size = '50g') +dbms <- "pdw" +user <- mblacke +pw <- N8wgd=p34 +server <- "jrdusapsctl01" +port <- 17001 +oracleTempSchema <- NULL +cdmVersion <- 5 +connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, +server = server, +user = user, +password = pw, +port = port) +conn <- DatabaseConnector::connect(connectionDetails) +dbms <- "pdw" +user <- "mblacke" +pw <- "N8wgd=p34" +server <- "jrdusapsctl01" +port <- 17001 +oracleTempSchema <- NULL +cdmVersion <- 5 +connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, +server = server, +user = user, +password = pw, +port = port) +conn <- DatabaseConnector::connect(connectionDetails) +dbms="pdw", +server="JRDUSAPSCTL01", +port="17001" +oracleTempSchema <- NULL +cdmVersion <- 5 +connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, +server = server, +port = port) +conn <- DatabaseConnector::connect(connectionDetails) +library(DatabaseConnector) +library(SqlRender) +library(httr) +library(RJSONIO) +library(reshape2) +library('ReporteRs') +#=============================================================# +# +# ADD THE STUDY SETTINGS HERE: +#=============================================================# +dir <- "\\wprdusmj12rcz\Epi\Mood_Haliperidol\project390" +# settings: +prior_start <- '2013-07-01' +tab_start <- '2014-01-01' +tab_end <- '2015-12-31' +studytype <- 'new' +mingap <- 182 +install.packages("ReporteRs") +library('ReporteRs') +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'concepts', concepts, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +names(inds) <-conceptSetIds[[1]] +conceptSetIds +inds <- lapply(conceptSetIds[[2]], getConcepts) +dir <- "\\wprdusmj12rcz\Epi\Mood_Haliperidol\project390\" +dir <- "S:Epi\Mood_Haliperidol\project390\" +dir <- "S:Epi/Mood_Haliperidol/project390/" +inds <- lapply(conceptSetIds[[2]], getConcepts) +inds +names(inds) <-conceptSetIds[[1]] +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'scratch.dbo.390_concepts', concepts)#, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'scratch.dbo.concepts_390', concepts)#, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +names(inds) <-conceptSetIds[[1]] +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'scratch.dbo.concepts_390', concepts)#, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +names(inds) <-conceptSetIds[[1]] +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'concepts', concepts, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +getConcepts <- function(conceptSetIdentifiers) { +results <- list() +length(results) <- length(conceptSetIdentifiers) +ind <- 0 +for (conceptSetIdentifier in conceptSetIdentifiers){ +ind <- ind+1 +# get the concept set expression from the webapi +conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") +## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped +expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") +result <- RJSONIO::fromJSON(expression) +concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, +x$concept$CONCEPT_CODE, +x$concept$CONCEPT_NAME, +x$concept$VOCABULARY_ID, +x$isExcluded, x$includeDescendants, +x$includeMapped)) )) +concepts <- as.data.frame(concepts) +rownames(concepts) <- NULL +colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', +'exclude','descendants','mapped') +concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) +concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) +concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) +# save to temp table +connectionDetails <- createConnectionDetails(dbms="pdw", +server="JRDUSAPSCTL01", +port=17001, +user=NULL, +password=NULL) +conn <- connect(connectionDetails) +DatabaseConnector::insertTable(conn, 'scratch.dbo.concepts_390', concepts)#, tempTable = T) +# run cocnept_extract sql using temp table +sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) +sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql +sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql +results[[ind]] <- DatabaseConnector::querySql(conn,sql) +} +return(results) +} +conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', +'Agitation, aggression or psychotic Symptoms in dementia sep', +'Tic disorder', +'Schizophrenia', +'Aggression in children with autism or developmental disorders'), +code=list(#2349, +c(2478,2479), 2348, 2347,c(2361, 2362) +)) +# put concept sets into inds +inds <- lapply(conceptSetIds[[2]], getConcepts) +library(SqlRender) +library(DatabaseConnector) +library(stringr) +library(openxlsx) +cohortIds <- c(2520, 2521) +buildDatabase <- function(id, name, schema) +{ +dataSource <- {}; +dataSource$id = id; +dataSource$name = name; +dataSource$schema = schema; +return(dataSource); +} +dbList <- list( +buildDatabase("CPRD_V423", "CDM_CPRD_V423", "dbo"), +buildDatabase("JMDC_V429", "CDM_JMDC_V429", "dbo"), +buildDatabase("OPTUMEXTSES_V427", "CDM_OPTUM_EXTENDED_SES_V427", "dbo"), +buildDatabase("PREMIER_V428", "CDM_PREMIER_V428", "dbo"), +buildDatabase("TRUVENCCAE_V418", "CDM_TRUVEN_CCAE_V418", "dbo"), +buildDatabase("TRUVENMDCD_V432", "CDM_TRUVEN_MDCD_V432", "dbo"), +buildDatabase("TRUVENMDCR_V415", "CDM_TRUVEN_MDCR_V415", "dbo") +); +connectionDetails <- createConnectionDetails(dbms = "pdw", server = "JRDUSAPSCTL01", +port = 17001, user = "hix_reader", password = "reader1!") +outputExcel <- "Output/ExcelFiles/PP_Atlas" +for (cohortId in cohortIds) +{ +filePath <- paste(paste(outputExcel, cohortId, sep="/", collapse=""), ".xlsx", sep="", collapse="") +if (file.exists(filePath)) +{ +file.remove(filePath) +} +wb <- createWorkbook() +for (db in dbList) +{ +addWorksheet(wb, db$id) +pp_sql <- readSql("sql/PP_Atlas.sql"); +pp_sql <- renderSql(pp_sql, cdmDatabaseSchema = paste(db$name, db$schema, sep=".", collapse=""), cohort_definition_id = cohortId, +urlPrefix = paste("'http://hix.jnj.com/atlas/#/profiles", +db$id, cohortId, "'", sep="/", collapse=""))$sql; +conn <- connect(connectionDetails) +pp_data <- querySql(conn, pp_sql) +hs <- createStyle(textDecoration = "Bold") +writeData(wb, sheet=db$id, pp_data, +startCol = 1, startRow = 1, colNames = TRUE, rowNames = FALSE, headerStyle = hs) +setColWidths(wb, sheet = db$id, cols = 1:5, widths = "auto") +} +saveWorkbook(wb, filePath, overwrite = TRUE) +} +install_github("ohdsi/Aphrodite") +install_github("ohdsi/Aphrodite") +library(OhdsiRTools) +install_github("ohdsi/Aphrodite") +install.packages("ohdsi/Aphrodite") +install.packages("devtools") +library("devtools") +install_github("ohdsi/Aphrodite") +install.packages(chron) +install.packages("chron") +install_github("ohdsi/Aphrodite") +install_github("OHDSI/CdmAtlasCutover") +library(devtools) +install_github("OHDSI/CdmAtlasCutover") +repoConnectionDetails <- createConnectionDetails(dbms = "sql server", +server = "rndusrdhit01", +port = 1433, schema = "ohdsi_repository.dbo") +oldCdmSources <- list( +buildCdmSource(sourceKey = "DEATHSUBSET_CCAE") +) +newCdmSources <- list( +buildCdmSource(sourceKey = "DEATHSUBSET_CCAE", sourceName = "Death Subset - Truven CCAE", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae", resultsDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae", +vocabDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae"), +buildCdmSource(sourceKey = "DEATHSUBSET_MDCR", sourceName = "Death Subset - Truven MDCR", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.truven_mdcr", +resultsDatabaseSchema = "CDM_DEATH_SUBSET.truven_mdcr", +vocabDatabaseSchema = "VOCABULARY_20161218.dbo"), +buildCdmSource(sourceKey = "DEATHSUBSET_OPTUM", sourceName = "Death Subset - Optum Extended DOD", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.optum_extended_dod", +resultsDatabaseSchema = "CDM_DEATH_SUBSET.optum_extended_dod", +vocabDatabaseSchema = "VOCABULARY_20161218.dbo") +) +library(CdmAtlasCutover) +oldCdmSources <- list( +buildCdmSource(sourceKey = "DEATHSUBSET_CCAE") +) +newCdmSources <- list( +buildCdmSource(sourceKey = "DEATHSUBSET_CCAE", sourceName = "Death Subset - Truven CCAE", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae", resultsDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae", +vocabDatabaseSchema = "CDM_DEATH_SUBSET.truven_ccae"), +buildCdmSource(sourceKey = "DEATHSUBSET_MDCR", sourceName = "Death Subset - Truven MDCR", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.truven_mdcr", +resultsDatabaseSchema = "CDM_DEATH_SUBSET.truven_mdcr", +vocabDatabaseSchema = "VOCABULARY_20161218.dbo"), +buildCdmSource(sourceKey = "DEATHSUBSET_OPTUM", sourceName = "Death Subset - Optum Extended DOD", +dbms = "pdw", +connectionString = "jdbc:sqlserver://JRDUSAPSCTL01:17001;databaseName=CDM_DEATH_SUBSET;user=hix_writer;password=writer1!", +cdmDatabaseSchema = "CDM_DEATH_SUBSET.optum_extended_dod", +resultsDatabaseSchema = "CDM_DEATH_SUBSET.optum_extended_dod", +vocabDatabaseSchema = "VOCABULARY_20161218.dbo") +) +removeCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = oldCdmSources, sqlOnly = TRUE) +createOhdsiResultsTables(cdmSources = newCdmSources, sqlOnly = TRUE) +insertCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = newCdmSources, sourceIdx = TRUE, +daimonIdx = TRUE, sqlOnly = TRUE) +repoConnectionDetails <- createConnectionDetails(dbms = "sql server", +server = "rndusrdhit01", +port = 1433, schema = "ohdsi_repository.dbo") +removeCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = oldCdmSources, sqlOnly = TRUE) +removeCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = oldCdmSources, sqlOnly = TRUE) +insertCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = newCdmSources, sourceIdx = TRUE, +daimonIdx = TRUE, sqlOnly = TRUE) +install_github("OHDSI/CdmAtlasCutover", force=TRUE) +library(CdmAtlasCutover) +# Initialize CDM database list, with all the CDMs to be cut over +repoConnectionDetails <- createConnectionDetails(dbms = "sql server", +server = "rndusrdhit01", +port = 1433, schema = "ohdsi_repository.dbo") +oldCdmSources <- list( +buildCdmSource(sourceKey = "DEATHSUBSET_CCAE") +) +removeCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = oldCdmSources, sqlOnly = TRUE) +createOhdsiResultsTables(cdmSources = newCdmSources, sqlOnly = TRUE) +insertCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = newCdmSources, sourceIdx = TRUE, +daimonIdx = TRUE, sqlOnly = TRUE) +getwd() +setwd("C:/Git/CommonDataModel/Documentation") +library(rmarkdown) +render("GlossaryofTerms.md","pdf_document") +render("GlossaryofTerms.md","pdf_document", template = "default") +render("GlossaryofTerms.md",pdf_document(template = "default")) diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd index 88d29d9..cfc600b 100644 --- a/Documentation/report.Rmd +++ b/Documentation/report.Rmd @@ -1,5 +1,5 @@ --- -title: "OMOP Common Data Model Specifications" +title: "OMOP Common Data Model v5.1 Specifications" author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" date: "`r Sys.Date()`" output: @@ -9,10 +9,11 @@ output: linkcolor: blue --- -```{r child = 'License.md'} +# License + +```{r child = 'C:/Git/CommonDataModel.wiki/License.md'} ``` -```{r child = 'Background/TheRoleoftheCommonDataModel.md'} +# The Role of the Common Data Model +```{r child = 'C:/Git/CommonDataModel.wiki/Background/The-Role-of-the-Common-Data-Model.md'} ``` - -Will it add the footer? \ No newline at end of file diff --git a/Documentation/report.pdf b/Documentation/report.pdf new file mode 100644 index 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.../Background/DataModelConventions.md | 95 ------ Documentation/Background/DesignPrinciples.md | 24 -- .../Background/TheRoleoftheCommonDataModel.md | 13 - Documentation/GlossaryofTerms.md | 31 -- Documentation/License.md | 12 - Documentation/OMOP_CDM_PDF.Rmd | 203 ++++++++++++ .../CONDITION_OCCURRENCE.md | 10 - .../StandardizedDerivedElements/COHORT.md | 9 - .../CONDITION_ERA.md | 10 - .../ATTRIBUTE_DEFINITION.md | 25 -- .../COHORT_DEFINITION.md | 26 -- .../StandardizedVocabularies/CONCEPT.md | 49 --- .../CONCEPT_ANCESTOR.md | 27 -- .../StandardizedVocabularies/CONCEPT_CLASS.md | 136 -------- .../CONCEPT_RELATIONSHIP.md | 29 -- .../CONCEPT_SYNONYM.md | 24 -- .../StandardizedVocabularies/DOMAIN.md | 26 -- .../StandardizedVocabularies/DRUG_STRENGTH.md | 39 --- .../StandardizedVocabularies/RELATIONSHIP.md | 303 ------------------ .../SOURCE_TO_CONCEPT_MAP.md | 36 --- .../StandardizedVocabularies.md | 40 --- .../StandardizedVocabularies/VOCABULARY.md | 95 ------ .../images/vocabulary_tables.png | Bin 51772 -> 0 bytes Documentation/TableofContents.md | 64 ---- Documentation/report.Rmd | 19 -- Documentation/report.pdf | Bin 133089 -> 1027288 bytes 28 files changed, 316 insertions(+), 1284 deletions(-) delete mode 100644 Documentation/Background/Background.md delete mode 100644 Documentation/Background/DataModelConventions.md delete mode 100644 Documentation/Background/DesignPrinciples.md delete mode 100644 Documentation/Background/TheRoleoftheCommonDataModel.md delete mode 100644 Documentation/GlossaryofTerms.md delete mode 100644 Documentation/License.md create mode 100644 Documentation/OMOP_CDM_PDF.Rmd delete mode 100644 Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md delete mode 100644 Documentation/StandardizedDerivedElements/COHORT.md delete mode 100644 Documentation/StandardizedDerivedElements/CONDITION_ERA.md delete mode 100644 Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md delete mode 100644 Documentation/StandardizedVocabularies/COHORT_DEFINITION.md delete mode 100644 Documentation/StandardizedVocabularies/CONCEPT.md delete mode 100644 Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md delete mode 100644 Documentation/StandardizedVocabularies/CONCEPT_CLASS.md delete mode 100644 Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md delete mode 100644 Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md delete mode 100644 Documentation/StandardizedVocabularies/DOMAIN.md delete mode 100644 Documentation/StandardizedVocabularies/DRUG_STRENGTH.md delete mode 100644 Documentation/StandardizedVocabularies/RELATIONSHIP.md delete mode 100644 Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md delete mode 100644 Documentation/StandardizedVocabularies/StandardizedVocabularies.md delete mode 100644 Documentation/StandardizedVocabularies/VOCABULARY.md delete mode 100644 Documentation/StandardizedVocabularies/images/vocabulary_tables.png delete mode 100644 Documentation/TableofContents.md delete mode 100644 Documentation/report.Rmd diff --git a/Documentation/.Rhistory b/Documentation/.Rhistory index a5ebd21..b420f57 100644 --- a/Documentation/.Rhistory +++ b/Documentation/.Rhistory @@ -1,113 +1,3 @@ -library(BigKnn) -library(caret) -2 -# general initial settings `50g' means 50GB - you may need to reduce -options(fftempdir = "drive:/FFtemp") -h2o.init(nthreads = -1, max_mem_size = '50g') -dbms <- "pdw" -user <- mblacke -pw <- N8wgd=p34 -server <- "jrdusapsctl01" -port <- 17001 -oracleTempSchema <- NULL -cdmVersion <- 5 -connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, -server = server, -user = user, -password = pw, -port = port) -conn <- DatabaseConnector::connect(connectionDetails) -dbms <- "pdw" -user <- "mblacke" -pw <- "N8wgd=p34" -server <- "jrdusapsctl01" -port <- 17001 -oracleTempSchema <- NULL -cdmVersion <- 5 -connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, -server = server, -user = user, -password = pw, -port = port) -conn <- DatabaseConnector::connect(connectionDetails) -dbms="pdw", -server="JRDUSAPSCTL01", -port="17001" -oracleTempSchema <- NULL -cdmVersion <- 5 -connectionDetails <- DatabaseConnector::createConnectionDetails(dbms = dbms, -server = server, -port = port) -conn <- DatabaseConnector::connect(connectionDetails) -library(DatabaseConnector) -library(SqlRender) -library(httr) -library(RJSONIO) -library(reshape2) -library('ReporteRs') -#=============================================================# -# -# ADD THE STUDY SETTINGS HERE: -#=============================================================# -dir <- "\\wprdusmj12rcz\Epi\Mood_Haliperidol\project390" -# settings: -prior_start <- '2013-07-01' -tab_start <- '2014-01-01' -tab_end <- '2015-12-31' -studytype <- 'new' -mingap <- 182 -install.packages("ReporteRs") -library('ReporteRs') -getConcepts <- function(conceptSetIdentifiers) { -results <- list() -length(results) <- length(conceptSetIdentifiers) -ind <- 0 -for (conceptSetIdentifier in conceptSetIdentifiers){ -ind <- ind+1 -# get the concept set expression from the webapi -conceptSetExpressionUrl = paste("http://hix.jnj.com:8080/WebAPI/conceptset/", conceptSetIdentifier, "/expression", sep = "") -## http://hix.jnj.com:8080/WebAPI/VOCAB/vocabulary/lookup/mapped -expression <- httr::content(httr::GET(conceptSetExpressionUrl),"text") -result <- RJSONIO::fromJSON(expression) -concepts <- t(as.data.frame(lapply(result[[1]], function(x) c(x$concept$CONCEPT_ID, -x$concept$CONCEPT_CODE, -x$concept$CONCEPT_NAME, -x$concept$VOCABULARY_ID, -x$isExcluded, x$includeDescendants, -x$includeMapped)) )) -concepts <- as.data.frame(concepts) -rownames(concepts) <- NULL -colnames(concepts) <- c('concept_id','concept_code','concept_name','vocabulary_id', -'exclude','descendants','mapped') -concepts[,'exclude'] <- ifelse(concepts[,'exclude']=='TRUE', 1, 0) -concepts[,'descendants'] <- ifelse(concepts[,'descendants']=='TRUE', 1, 0) -concepts[,'mapped'] <- ifelse(concepts[,'mapped']=='TRUE', 1, 0) -# save to temp table -connectionDetails <- createConnectionDetails(dbms="pdw", -server="JRDUSAPSCTL01", -port=17001, -user=NULL, -password=NULL) -conn <- connect(connectionDetails) -DatabaseConnector::insertTable(conn, 'concepts', concepts, tempTable = T) -# run cocnept_extract sql using temp table -sql <- SqlRender::readSql(file.path(dir,'concept_extract.sql')) -sql <- SqlRender::renderSql(sql, cdm='Vocabulary')$sql -sql <- SqlRender::translateSql(sql, sourceDialect = 'sql server', targetDialect = 'pdw')$sql -results[[ind]] <- DatabaseConnector::querySql(conn,sql) -} -return(results) -} -conceptSetIds <- list(name=c(#'Agitation, aggression or psychotic Symptoms in dementia together', -'Agitation, aggression or psychotic Symptoms in dementia sep', -'Tic disorder', -'Schizophrenia', -'Aggression in children with autism or developmental disorders'), -code=list(#2349, -c(2478,2479), 2348, 2347,c(2361, 2362) -)) -# put concept sets into inds -inds <- lapply(conceptSetIds[[2]], getConcepts) names(inds) <-conceptSetIds[[1]] conceptSetIds inds <- lapply(conceptSetIds[[2]], getConcepts) @@ -504,9 +394,119 @@ removeCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = old createOhdsiResultsTables(cdmSources = newCdmSources, sqlOnly = TRUE) insertCdmSources(repoConnectionDetails = repoConnectionDetails, cdmSources = newCdmSources, sourceIdx = TRUE, daimonIdx = TRUE, sqlOnly = TRUE) -getwd() setwd("C:/Git/CommonDataModel/Documentation") +render("GlossaryofTerms.md","pdf_document") library(rmarkdown) render("GlossaryofTerms.md","pdf_document") -render("GlossaryofTerms.md","pdf_document", template = "default") -render("GlossaryofTerms.md",pdf_document(template = "default")) +render("GlossaryofTerms.md",pdf_document(fig_width = 6.5)) +render("GlossaryofTerms.md",pdf_document(fig_width = 6.5)) +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd', pdf_document(includes = includes(after_body = "footer.txt"))) +rmarkdown::render('report.Rmd', pdf_document(includes = includes(after_body = "footer.txt"))) +rmarkdown::render('report.Rmd', pdf_document(includes = includes(after_body = "footer.txt"))) +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +--- +title: "OMOP Common Data Model v5.1 Specifications" +author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" +date: "`r Sys.Date()`" +output: +pdf_document: +number_sections: yes +toc: yes +linkcolor: blue +--- +```{r child = 'C:/Git/CommonDataModel.wiki/License.md'} +``` +```{r child = 'C:/Git/CommonDataModel.wiki/Background/TheRoleoftheCommonDataModel.md'} +``` +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') +rmarkdown::render('report.Rmd') diff --git a/Documentation/Background/Background.md b/Documentation/Background/Background.md deleted file mode 100644 index db1fa44..0000000 --- a/Documentation/Background/Background.md +++ /dev/null @@ -1,29 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) - ---- - -# 1 Background - -
[1.1 The Role of the Common Data Model](TheRoleoftheCommonDataModel.md) -
[1.2 Design Principles](DesignPrinciples.md) -
[1.3 Data Model Conventions](DataModelConventions.md) - -The Observational Medical Outcomes Partnership (OMOP) was a public-private partnership established to inform the appropriate use of observational healthcare databases for studying the effects of medical products. Over the course of the 5-year project and through its community of researchers from industry, government, and academia, OMOP successfully achieved its aims to: - - - Conduct methodological research to empirically evaluate the performance of various analytical methods on their ability to identify true associations and avoid false findings, - - Develop tools and capabilities for transforming, characterizing, and analyzing disparate data sources across the health care delivery spectrum, and - - Establish a shared resource so that the broader research community can collaboratively advance the science. - -The results of OMOP's research has been widely published and presented at scientific conferences, including [annual symposia](https://www.ohdsi.org/events/2017-ohdsi-symposium/). - -The OMOP Legacy continues... - -The community is actively using the OMOP Common Data Model for their various research purposes. Those tools will continue to be maintained and supported, and information about this work is available in the public domain. - -The Observational Health Data Sciences and Informatics (OHDSI) has been established as a multi-stakeholder, interdisciplinary collaborative to create open-source solutions that bring out the value of observational health data through large-scale analytics. The OHDSI collaborative includes all of the original OMOP research investigators, and will develop its tools using the OMOP Common Data Model. Learn more at [ohdsi.org](http://ohdsi.org). - -The OMOP Common Data Model will continue to be an open-source, community standard for observational healthcare data. The model specifications and associated work products will be placed in the public domain, and the entire research community is encouraged to use these tools to support everybody's own research activities. diff --git a/Documentation/Background/DataModelConventions.md b/Documentation/Background/DataModelConventions.md deleted file mode 100644 index 255140d..0000000 --- a/Documentation/Background/DataModelConventions.md +++ /dev/null @@ -1,95 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Background](Background.md) - ---- - -# 1.3 Data Model Conventions - -There are a number of implicit and explicit conventions that have been adopted in the CDM. Developers of methods that run methods against the CDM need to understand these conventions. - -## General conventions of data tables - -The CDM is platform-independent. Data types are defined generically using ANSI SQL data types (VARCHAR, INTEGER, FLOAT, DATE, TIME, CLOB). Precision is provided only for VARCHAR. It reflects the minimal required string length and can be expanded within a CDM instantiation. The CDM does not prescribe the date and time format. Standard queries against CDM may vary for local instantiations and date/time configurations. - -In most cases, the first field in each table ends in "_id", containing a record identifier that can be used as a foreign key in another table. - -## General conventions of fields - -Variable names across all tables follow one convention: - -Notation|Description ---------|----------- -|_SOURCE_VALUE|Verbatim information from the source data, typically used in ETL to map to CONCEPT_ID, and not to be used by any standard analytics. For example, condition_source_value = ‘787.02’ was the ICD-9 code captured as a diagnosis from the administrative claim| -|_ID|Unique identifiers for key entities, which can serve as foreign keys to establish relationships across entities For example, person_id uniquely identifies each individual. visit_occurrence_id uniquely identifies a PERSON encounter at a point of care.| -|_CONCEPT_ID|Foreign key into the Standardized Vocabularies (i.e. the standard_concept attribute for the corresponding term is true), which serves as the primary basis for all standardized analytics For example, condition_concept_id = 31967 contains reference value for SNOMED concept of ‘Nausea’| -|_SOURCE_CONCEPT_ID|Foreign key into the Standardized Vocabularies representing the concept and terminology used in the source data, when applicable For example, condition_source_concept_id = 35708202 denotes the concept of ‘Nausea’ in the MedDRA terminology; the analogous condition_concept_id might be 31967, since SNOMED-CT is the Standardized Vocabularies for most clinical diagnoses and findings.| -|_TYPE_CONCEPT_ID|Delineates the origin of the source information, standardized within the Standardized Vocabularies For example, drug_type_concept_id can allow analysts to discriminate between ‘Pharmacy dispensing’ and ‘Prescription written’| - -## Representation of content through Concepts - -In CDM data tables the meaning of the content of each record is represented using Concepts. Concepts are stored with their concept_id as foreign keys to the CONCEPT table in the Standardized Vocabularies, which contains Concepts necessary to describe the healthcare experience of a patient. If a Standard Concept does not exist or cannot be identified, the Concept with the concept_id 0 is used, representing a non-existing or unmappable concept. - -Records in the CONCEPT table contain all the detailed information about it (name, relationships, types etc.). Concepts, Concept Relationships and other information relating to Concepts contained in the tables of the Standardized Vocabularies.. - -## Difference between Concept IDs and Source Values - -Many tables contain equivalent information multiple times: As a Source Value, a Source Concept and as a Standard Concept. - * Source Values contains the codes from public code systems such as ICD-9-CM, NDC, CPT-4 etc. or local controlled vocabularies (such as F for female and M for male) copied from the source data. Source Values are stored in the _source_value field in the data tables. - * Concepts are CDM-specific entities that represent the meaning of a clinical fact. Most concepts are based on code systems used in healthcare (called Source Concepts), while others were created de-novo (concept_code = "OMOP generated"). Concepts have unique IDs across all domains. - * Source Concepts are the concepts that represent the code used in the source. Source Concepts are only used for common healthcare code systems, but not for OMOP-generated Concepts. Source Concepts are stored in the source_concept_id field in the data tables. - * Standard Concepts are those concepts that are used to define the unique meaning of a clinical entity. For each entity there is one Standard Concept. Standard Concepts are typically drawn from existing public vocabulary sources. Concepts that have the equivalent meaning to a Standard Concept are mapped to the Standard Concept. Standard Concepts are referred to in the concept_id field of the data tables. - -Source Values are only provided for convenience and quality assurance (QA) purposes. Source Values and Source Concepts are optional, while Standard Concepts are mandatory. Source Values may contain information that is only meaningful in the context of a specific data source. - -## Difference between general Concepts and Type Concepts - -Type Concepts (ending in _type_concept_id) and general Concepts (ending in _concept_id) are part of many tables. The former are special Concepts with the purpose of indicating where the data are derived from in the source. For example, the Type Concept field can be used to distinguish a DRUG_EXPOSURE record that is derived from a pharmacy-dispensing claim from one indicative of a prescription written in an electronic health record (EHR). - -## Time span of available data - -Data tables for clinical data contain a date stamp (ending in _date, _start_date or _end_date), indicating when that clinical event occurred. As a rule, no record can be outside of a valid OBSERVATION_PERIOD time period. Clinical information that relates to events happened prior the first OBSERVATION_PERIOD, it will be captured as a record in the OBSERVATION table of 'Medical history' (concept_id = 43054928), with the observation_date set to the first observation_period_start_date of that patient, and the value_as_concept_id set to the corresponding concept_id for the condition/drug/procedure that occurred in the past. No data occurring after the last observation_period_end_date can be valid records in the CDM. - -## Content of each table - -For the tables of the main domains of the CDM it is imperative that used concepts are strictly limited to the domain. For example, the CONDITION_OCCURRENCE table contains only information about conditions (diagnoses, signs, symptoms), but no information about procedures. Not all source coding schemes adhere to such rules. For example, ICD-9-CM codes, which contain mostly diagnoses of human disease, also contain information about the status of patients having received a procedure: V25.5 "Encounter for insertion of implantable subdermal contraceptive" defines a procedure and is therefore stored in the PROCEDURE_OCCURRENCE table. - -## Differentiating between source values, source concept ids, and standard concept ids - -Each table contains fields for source values, source concept ids, and standard concept ids. - - * Source values are fields to maintain the verbatim information from the source database, are stored as unstructured text, and are generally not to be used by any standardized analytics. - * Source concept ids provide a repeatable representation of the source concept, when the source data are drawn from a commonly-used internationally-recognized vocabulary that has been distributed with the OMOP Common Data Model. Specific use cases where source vocabulary-specific analytics are required can be accommodated by the use of the source concept id fields, but these are generally not applicable across disparate data sources. The standard concept id fields are **strongly suggested** to be used in all standardized analytics, as specific vocabularies have been established within each data domain to facilitate standardization of both structure and content within the OMOP Common Data Model. - -The following provide conventions for processing source data using these three fields in each domain: - -When processing data where the source value is either free text or a reference to a coding scheme that is not contained within the Standardized Vocabularies: - - - Map all source values directly to standard concept_ids. Store these mappings in the SOURCE_TO_CONCEPT_MAP table. - - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 - -When processing your data where source value is a reference to a coding scheme contained within the Standardized Vocabularies: - - - Map all your source values to the corresponding concept_ids in the source vocabulary. Store the result in the source_concept_id field. - - If the source code follows the same formatting as the distributed vocabulary, the mapping can be directly obtained from the CONCEPT table using the CONCEPT_CODE field. - - If the source code uses alternative formatting (ex. format has removed decimal point from ICD-9 codes), you will need to perform the formatting transformation within the ETL. In this case, you may wish to store the mappings from original codes to source concept ids in the SOURCE_TO_CONCEPT_MAP table. - - If the source code is not mappable to a vocabulary term, the source_concept_id field is set to 0 - - Use the CONCEPT_RELATIONSHIP table to identify the standard concept_id that corresponds to the source_concept_id in the domain. - - Each source_concept_id can have 1 or more Standard concept_id mapped to it. Each Standard concept_id belongs to only one primary domain, but when a source concept_id maps to multiple standard concept_ids, it is possible for that source_concept_id to result in records being produced across multiple domains. For example, HCPCS code for infusion of a drug will map to a concept in the procedure domain of the infusion and a different concept in the drug domain for the product infused. It is also possible for one source_concept_id to map to multiple standard concept_ids within the same domain. For example, ICD-9 for ‘viral hepatitis with hepatic coma’ maps to SNOMED ‘viral hepatitis’ and a different concept for ‘hepatic coma’ in which case multiple condition_occurrence records will be generated for the one source value record. - - If the source_concept_id is not mappable to any standard concept_id, the concept_id field is set to 0. - - Write the data record into table(s) corresponding to the domain of the standard concept_id(s). - - If the source value is mapped to source_concept_id, but the source_concept_id is not mapped to a standard concept_id, then the domain for the data record, and hence it's table location, is determined by the domain_id field of the CONCEPT record the source_concept_id refers to. The standard concept_id is set to 0. - - If the source value cannot be mapped to a source_concept_id or standard concept_id, then direct the data record to the most appropriate CDM domain based on your local knowledge of the intent of the source data and associated value. For example, if the unmappable source_value came from a ‘diagnosis’ table, then in the absence of other information, you may choose to record that fact in the CONDITION_OCCURRENCE table. - -Each standard concept_id field has a set of allowable concept_id values. The allowable values are defined by the domain of the concepts. For example, there is a domain concept of ‘Gender’, for which there are only two allowable standard concepts of practical use (8507- ‘Male’, 8532- ‘Female’) and one allowable generic concept to represent a standard notion of ‘no information’ (concept_id = 0). - -There is no constraint on allowed concept_ids within the source_concept_id fields. - -## Custom source_to_concept_maps - -When the source data uses coding systems that are not currently in the Standardized Vocabularies (e.g. ICPC codes for diagnoses), the convention is to store the mapping of such source codes to Standard Concepts in the SOURCE_TO_CONCEPT_MAP table. The codes used in the data source can be recorded in the source_value fields, but no source_concept_id will be available. - -Custom source codes are not allowed to map to Standard Concepts that are marked as invalid. diff --git a/Documentation/Background/DesignPrinciples.md b/Documentation/Background/DesignPrinciples.md deleted file mode 100644 index 1c3281c..0000000 --- a/Documentation/Background/DesignPrinciples.md +++ /dev/null @@ -1,24 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Background](Background.md) - ---- - -# 1.2 Design Principles - -The CDM is designed to include all observational health data elements (experiences of the patient receiving health care) that are relevant for analysis use cases to support the generation of reliable scientific evidence about disease natural history, healthcare delivery, effects of medical interventions, the identification of demographic information, health care interventions and outcomes. - -Therefore, the CDM is designed to store observational data to allow for research, under the following principles: - - **Suitability for purpose.** The CDM aims at providing data organized in a way optimal for analysis, rather than for the purpose of operational needs of health care providers or payers. - - **Data protection.** All data that might jeopardize the identity and protection of patients, such as names, precise birthdays etc. are limited. Exceptions are possible where the research expressly requires more detailed information, such as precise birth dates for the study of infants. - - **Design of domains.** The domains are modeled in a person-centric relational data model, where for each record the identity of the person and a date is captured as a minimum. - - **Rationale for domains.** Domains are identified and separately defined in an Entity-relationship model if they have an analysis use case and the domain has specific attributes that are not otherwise applicable. All other data can be preserved as an observation in an entity-attribute-value structure. - - **Standardized Vocabularies.** To standardize the content of those records, the CDM relies on the Standardized Vocabularies containing all necessary and appropriate corresponding standard healthcare concepts. - - **Reuse of existing vocabularies.** If possible, these concepts are leveraged from national or industry standardization or vocabulary definition organizations or initiatives, such as the National Library of Medicine, the Department of Veterans' Affairs, the Center of Disease Control and Prevention, etc. - - **Maintaining source codes.** Even though all codes are mapped to the Standardized Vocabularies, the model also stores the original source code to ensure no information is lost. - - **Technology neutrality.** The CDM does not require a specific technology. It can be realized in any relational database, such as Oracle, SQL Server etc., or as SAS analytical datasets. - - **Scalability.** The CDM is optimized for data processing and computational analysis to accommodate data sources that vary in size, including databases with up to hundreds of millions of persons and billions of clinical observations. - - **Backwards compatibility.** All changes from previous CDMs are clearly delineated. Older versions of the CDM can be easily created from this CDMv5, and no information is lost that was present previously. diff --git a/Documentation/Background/TheRoleoftheCommonDataModel.md b/Documentation/Background/TheRoleoftheCommonDataModel.md deleted file mode 100644 index fd4902f..0000000 --- a/Documentation/Background/TheRoleoftheCommonDataModel.md +++ /dev/null @@ -1,13 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Background](Background.md) - ---- - -# 1.1 The Role of the Common Data Model -No single observational data source provides a comprehensive view of the clinical data a patient accumulates while receiving healthcare, and therefore none can be sufficient to meet all expected outcome analysis needs. This explains the need for assessing and analyzing multiple data sources concurrently using a common data standard. This standard is provided by the OMOP Common Data Model (CDM). - -The CDM is designed to support the conduct of research to identify and evaluate associations between interventions (drug exposure, procedures, healthcare policy changes etc.) and outcomes caused by these interventions (condition occurrences, procedures, drug exposure etc.). Outcomes can be efficacious (benefit) or adverse (safety risk). Often times, specific patient cohorts (e.g., those taking a certain drug or suffering from a certain disease) may be defined for treatments or outcomes, using clinical events (diagnoses, observations, procedures, etc.) that occur in predefined temporal relationships to each other. The CDM, combined with its standardized content (via the Standardized Vocabularies), will ensure that research methods can be systematically applied to produce meaningfully comparable and reproducible results. diff --git a/Documentation/GlossaryofTerms.md b/Documentation/GlossaryofTerms.md deleted file mode 100644 index c1118f3..0000000 --- a/Documentation/GlossaryofTerms.md +++ /dev/null @@ -1,31 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](TableofContents.md) - ---- - -# 2 Glossary of Terms - -Term|Abbr.|Description| -----|-----|------------ -|Ancestor| |The higher level Concept in a hierarchical relationship. Note that ancestors and descendants can be many levels apart from each other.| -|Average Wholesale Price|AWP|The price manufacturers set for prescription drugs to be purchased at the wholesale level to pharmacies and healthcare provider.| -|Centers for Disease Control and Prevention|CDC|The Centers for Disease Control and Prevention is a United States federal agency under the Department of Health and Human Services. It works to protect public health and safety by providing information to enhance health decisions.| -|Common Data Model|CDM|The CDM intends to facilitate observational analyses of disparate healthcare databases. The CDM defines table structures for each of the data entities (e.g., Persons, Visit Occurrence, Drug Exposure, Condition Occurrence, Observation, Procedure Occurrence, etc.). It includes observational data elements that are relevant to identifying exposure to various treatments and defining condition occurrence. The CDM includes both the Standardized Vocabularies of terms and the entity domain tables.| -|Concept| |A concept is the basic unit of information. Concepts may be grouped into a given domain. A concept is a unique term that has a unique and static identifier/name, belongs to a domain, and may exist in relation to other concepts. The vertical relationships consist of "is a" statements that form a logical hierarchy. In general, concepts above a given concept are referred to as ancestors and those below as descendants.| -|Conceptual Data Model| |A conceptual data model is a map of concepts and their relationships. This describes the semantics of an organization and represents a series of assertions about its nature. Specifically, it describes the things of significance to an organization (entity classes), about which it is inclined to collect information, and characteristics of (attributes) and associations between pairs of those things of significance (relationships).| -|Data mapping| |It is the data element mappings between two distinct data models, terminologies, or concepts. Data mapping is the process of creating data element mappings between two distinct data models. Data mapping is used as a first step for a wide variety of data integration tasks.| -|Demographics| |Demographics refer to selected characteristics of persons. Demographics may include data such as race, age, sex, date of birth, location, etc.| -|Descendant| |The lower level Concept in a hierarchical relationship. Note that ancestors and descendants can be many levels apart from each other.| -|Design Principle| |An organized arrangement of one or more elements or principles for a purpose. It identifies core principles and best practices to assist developers to produce software. Thoroughly understanding the goals of stakeholders and designing systems with those goals in mind are the best approaches to successfully deliver results.| -|Electronic Health Record|EHR|Electronic health record refers to an individual person's medical record in digital format. It may be made up of electronic medical records from many locations and/or sources. The EHR is a longitudinal electronic record of person health information generated by one or more encounters in any care delivery setting. Included in this information are person demographics, progress notes, problems, medications, vital signs, past medical history, immunizations, laboratory data and radiology reports.| -|Electronic Medical Record|EMR|An electronic medical record is a computerized medical record created in an organization that delivers care, such as a hospital or outpatient setting. Electronic medical records tend to be a part of a local stand-alone health information system that allows storage, retrieval and manipulation of records. This document will reference EHR moving forward even if specific data source might internally use EMR definition.| -|Extract Transform Load|ETL|Process of getting data out of one data store (Extract), modifying it (Transform), and inserting it into a different data store (Load).| -|Health Insurance Portability and Accountability Act|HIPAA|A federal law that was designed to allow portability of health insurance between jobs. In addition, it required the creation of a federal law to protect personally identifiable health information; if that did not occur by a specific date (which it did not), HIPAA directed the Department of Health and Human Services (DHHS) to issue federal regulations with the same purpose. DHHS has issued HIPAA privacy regulations (the HIPAA Privacy Rule) as well as other regulations under HIPAA.| -|Logical Data Model| |Logical data models are graphical representation of the business requirements. They describe the things of importance to an organization and how they relate to one another, as well as business definitions and examples. The logical data model can be validated and approved by a business representative, and can be the basis of physical database design.| -|Primary Care Provider|PCP|A health care provider designated as responsible to provide general medical care to a patient, including evaluation and treatment as well as referral to specialists.| -|Protected Health Information|PHI|Protected health information under HIPAA includes any individually identifiable health information. Identifiable refers not only to data that is explicitly linked to a particular individual (that's identified information). It also includes health information with data items which reasonably could be expected to allow individual identification. De-identified information is that from which all potentially identifying information has been removed.| -|Terminology| |Technical or special terms used in a business or special subject area.| -|Vocabulary| |A computerized list (as of items of data or words) used for reference (as for information retrieval or word processing).| diff --git a/Documentation/License.md b/Documentation/License.md deleted file mode 100644 index 5072945..0000000 --- a/Documentation/License.md +++ /dev/null @@ -1,12 +0,0 @@ -# License - -© 2014 Observational Health Data Sciences and Informatics - -This work is based on work by the Observational Medical Outcomes Partnership (OMOP) and used under license from the FNIH at http://omop.fnih.org/publiclicense. - -All derivative work after the OMOP CDM v4 specification is dedicated to the public domain. Observational Health Data Sciences and Informatics (OHDSI) has waived all copyright and related or neighboring rights to the extent allowed by law. - -![](http://www.ohdsi.org/web/wiki/lib/exe/fetch.php?cache=&w=88&h=31&tok=3977bb&media=documentation:cdm:cdm:public_domain.png) -http://creativecommons.org/publicdomain/zero/1.0/ - -[Table of Contents*](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) diff --git a/Documentation/OMOP_CDM_PDF.Rmd b/Documentation/OMOP_CDM_PDF.Rmd new file mode 100644 index 0000000..6ed5c18 --- /dev/null +++ b/Documentation/OMOP_CDM_PDF.Rmd @@ -0,0 +1,203 @@ +--- +title: "OMOP Common Data Model v5.1 Specifications" +author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" +date: "`r Sys.Date()`" +output: + pdf_document: + number_sections: yes + toc: yes +linkcolor: blue +--- + +# License + +```{r child = 'C:/Git/CommonDataModel.wiki/License.md'} +``` + +# Background +```{r child = 'C:/Git/CommonDataModel.wiki/Background/Background.md'} +``` + +## The Role of the Common Data Model +```{r child = 'C:/Git/CommonDataModel.wiki/Background/The-Role-of-the-Common-Data-Model.md'} +``` + +## Design Principles +```{r child = 'C:/Git/CommonDataModel.wiki/Background/Design-Principles.md'} +``` + +## Data Model Conventions +```{r child = 'C:/Git/CommonDataModel.wiki/Background/Data-Model-Conventions.md'} +``` + +# Glossary of Terms +```{r child = 'C:/Git/CommonDataModel.wiki/Glossary-of-Terms.md'} +``` + +# Standardized Vocabularies +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/Standardized-Vocabularies.md'} +``` + +## CONCEPT +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/CONCEPT.md'} +``` + +## VOCABULARY +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/VOCABULARY.md'} +``` + +## DOMAIN +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/DOMAIN.md'} +``` + +## CONCEPT_CLASS +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/CONCEPT_CLASS.md'} +``` + +## CONCEPT_RELATIONSHIP +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md'} +``` + +## RELATIONSHIP +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/RELATIONSHIP.md'} +``` + +## CONCEPT_SYNONYM +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/CONCEPT_SYNONYM.md'} +``` + +## CONCEPT_ANCESTOR +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/CONCEPT_ANCESTOR.md'} +``` + +## SOURCE_TO_CONCEPT_MAP +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md'} +``` + +## DRUG_STRENGTH +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/DRUG_STRENGTH.md'} +``` + +## COHORT_DEFINITION +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/COHORT_DEFINITION.md'} +``` + +## ATTRIBUTE_DEFINITION +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md'} +``` + +# Standardized Metadata +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedMetadata/Standardized-Metadata.md'} +``` + +## CDM_SOURCE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedMetadata/CDM_SOURCE.md'} +``` + +# Standardized Clinical Data Tables +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/Standardized-clinical-Data-Tables.md'} +``` + +## PERSON +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/PERSON.md'} +``` + +## OBSERVATION_PERIOD +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/OBSERVATION_PERIOD.md'} +``` + +## SPECIMEN +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/SPECIMEN.md'} +``` + +## DEATH +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/DEATH.md'} +``` + +## VISIT_OCCURRENCE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/VISIT_OCCURRENCE.md'} +``` + +## PROCEDURE_OCCURRENCE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/PROCEDURE_OCCURRENCE.md'} +``` + +## DRUG_EXPOSURE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/DRUG_EXPOSURE.md'} +``` + +## DEVICE_EXPOSURE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/DEVICE_EXPOSURE.md'} +``` + +## CONDITION_OCCURRENCE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/CONDITION_OCCURRENCE.md'} +``` + +## MEASUREMENT +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/MEASUREMENT.md'} +``` + +## NOTE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/NOTE.md'} +``` + +## OBSERVATION +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/OBSERVATION.md'} +``` + +## FACT_RELATIONSHIP +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedclinicalDataTables/FACT_RELATIONSHIP.md'} +``` + +# Standardized Health System Data Tables +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthSystemDataTables/Standardized-Health-System-Data-Tables.md'} +``` + +## LOCATION +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthSystemDataTables/LOCATION.md'} +``` + +## CARE_SITE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthSystemDataTables/CARE_SITE.md'} +``` + +## PROVIDER +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthSystemDataTables/PROVIDER.md'} +``` + +# Standardized Health Economics Data Tables +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthEconomicsDataTables/Standardized-Health-Economics-Data-Tables.md'} +``` + +## PAYER_PLAN_PERIOD +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthEconomicsDataTables/PAYER_PLAN_PERIOD.md'} +``` + +## COST +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedHealthEconomicsDataTables/COST.md'} +``` + +# Standardized Derived Elements +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/Standardized-Derived-Elements.md'} +``` + +## COHORT +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/COHORT.md'} +``` + +## COHORT_ATTRIBUTE +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/COHORT_ATTRIBUTE.md'} +``` + +## DRUG_ERA +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/DRUG_ERA.md'} +``` + +## DOSE_ERA +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/DOSE_ERA.md'} +``` + +## CONDITION_ERA +```{r child = 'C:/Git/CommonDataModel.wiki/StandardizedDerivedElements/CONDITION_ERA.md'} +``` \ No newline at end of file diff --git a/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md b/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md deleted file mode 100644 index 541d123..0000000 --- a/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md +++ /dev/null @@ -1,10 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# CONDITION_OCCURRENCE \ No newline at end of file diff --git a/Documentation/StandardizedDerivedElements/COHORT.md b/Documentation/StandardizedDerivedElements/COHORT.md deleted file mode 100644 index 64a3b0d..0000000 --- a/Documentation/StandardizedDerivedElements/COHORT.md +++ /dev/null @@ -1,9 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) - ---- - -# 8.1 COHORT \ No newline at end of file diff --git a/Documentation/StandardizedDerivedElements/CONDITION_ERA.md b/Documentation/StandardizedDerivedElements/CONDITION_ERA.md deleted file mode 100644 index b9e168b..0000000 --- a/Documentation/StandardizedDerivedElements/CONDITION_ERA.md +++ /dev/null @@ -1,10 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# CONDITION_ERA \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md b/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md deleted file mode 100644 index bc45f0b..0000000 --- a/Documentation/StandardizedVocabularies/ATTRIBUTE_DEFINITION.md +++ /dev/null @@ -1,25 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.12 ATTRIBUTE_DEFINITION - -The ATTRIBUTE_DEFINITION table contains records defining Attributes, or covariates, to members of a Cohort through an associated description and syntax and upon instantiation (execution of the algorithm) placed into the COHORT_ATTRIBUTE table. Attributes are derived elements that can be selected or calculated for a subject in a Cohort. The ATTRIBUTE_DEFINITION table provides a standardized structure for maintaining the rules governing the calculation of covariates for a subject in a Cohort, and can store operational programming code to instantiate the Attributes for a given Cohort within the OMOP Common Data Model. - -Field|Required|Type|Description -:----|:-------|:---|:---------- -|attribute_definition_id|Yes|integer|A unique identifier for each Attribute.| -|attribute_name|Yes|varchar(255)|A short description of the Attribute.| -|attribute_description|No|CLOB|A complete description of the Attribute definition| -|attribute_type_concept_id|Yes|integer|Type defining what kind of Attribute Definition the record represents and how the syntax may be executed| -|attribute_syntax|No|CLOB|Syntax or code to operationalize the Attribute definition| - - -## Conventions - * Like the definition syntax field for the COHORT_DEFINITION table, the attribute_syntax does not prescribe any specific syntax or programming language. Typically, it would be any flavor SQL, or a cohort definition language, or a free-text description of the algorithm. - * The Attribute Definition is generic and not necessarily related to a specific Cohort Definition, however the instantiated Attribute is linked to the Cohort records (see below the [COHORT](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedDerivedElements/COHORT.md) table). For example, the Attribute "Age" can be defined as the amount of time between the cohort_start_date of the COHORT table and the year_of_birth, month_of_birth and day_of_birth of the PERSON table. Thus, such a Attribute Definition can be applied and instantiated with any Cohort, as long as it is applied to a Cohort of the same Domain (Person in this case), as it is defined in the subject_concept_id in the COHORT_DEFINITION table. diff --git a/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md b/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md deleted file mode 100644 index 71109a1..0000000 --- a/Documentation/StandardizedVocabularies/COHORT_DEFINITION.md +++ /dev/null @@ -1,26 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.11 COHORT_DEFINITION - -The COHORT_DEFINITION table contains records defining a Cohort derived from the data through the associated description and syntax and upon instantiation (execution of the algorithm) placed into the COHORT table. Cohorts are a set of subjects that satisfy a given combination of inclusion criteria for a duration of time. The COHORT_DEFINITION table provides a standardized structure for maintaining the rules governing the inclusion of a subject into a cohort, and can store operational programming code to instantiate the cohort within the OMOP Common Data Model. - -Field|Required|Type|Description -:----|:-------|:---|:---------- -|cohort_definition_id|Yes|integer|A unique identifier for each Cohort.| -|cohort_definition_name|Yes|varchar(255)|A short description of the Cohort.| -|cohort_definition_description|No|CLOB|A complete description of the Cohort definition| -|definition_type_concept_id|Yes|integer|Type defining what kind of Cohort Definition the record represents and how the syntax may be executed| -|cohort_definition_syntax|No|CLOB|Syntax or code to operationalize the Cohort definition| -|subject_concept_id|Yes|integer|A foreign key to the Concept to which defines the domain of subjects that are members of the cohort (e.g., Person, Provider, Visit).| -|cohort_instantiation_date|No|Date|A date to indicate when the Cohort was instantiated in the COHORT table| - -## Conventions - * The cohort_definition_syntax does not prescribe any specific syntax or programming language. Typically, it would be any flavor SQL, a cohort definition language, or a free-text description of the algorithm. - * The subject_concept_id determines what the individual subjects or entities of the Cohort consists of. In most cases, that would be a Person (patient). But cohorts could also be constructed for Providers, Visits or any other Domain. Note that the Domain is not codified using the alphanumerical domain_id like in the CONCEPT table. Instead, the corresponding Concept is used. The Concepts for each domain can be obtained from the DOMAIN table in the domain_concept_id. diff --git a/Documentation/StandardizedVocabularies/CONCEPT.md b/Documentation/StandardizedVocabularies/CONCEPT.md deleted file mode 100644 index cdc4bb7..0000000 --- a/Documentation/StandardizedVocabularies/CONCEPT.md +++ /dev/null @@ -1,49 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.1 CONCEPT - -## CONCEPT table -The Standardized Vocabularies contains records, or Concepts, that uniquely identify each fundamental unit of meaning used to express clinical information in all domain tables of the CDM. Concepts are derived from vocabularies, which represent clinical information across a domain (e.g. conditions, drugs, procedures) through the use of codes and associated descriptions. Some Concepts are designated Standard Concepts, meaning these Concepts can be used as normative expressions of a clinical entity within the OMOP Common Data Model and within standardized analytics. Each Standard Concept belongs to one domain, which defines the location where the Concept would be expected to occur within data tables of the CDM. - -Concepts can represent broad categories (like “Cardiovascular diseaseâ€), detailed clinical elements (â€Myocardial infarction of the anterolateral wallâ€) or modifying characteristics and attributes that define Concepts at various levels of detail (severity of a disease, associated morphology, etc.). - -Records in the Standardized Vocabularies tables are derived from national or international vocabularies such as SNOMED-CT, RxNorm, and LOINC, or custom Concepts defined to cover various aspects of observational data analysis. For a detailed description of these vocabularies, their use in the OMOP CDM and their relationships to each other please refer to the [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary). - -Field|Required|Type|Description -:-----|:--------|:----|:----------- -|concept_id|Yes|integer|A unique identifier for each Concept across all domains.| -|concept_name|Yes|varchar(255)|An unambiguous, meaningful and descriptive name for the Concept.| -|domain_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:domain|DOMAIN]] table the Concept belongs to.| -|vocabulary_id|Yes|varchar(20)|A foreign key to the [[documentation:cdm:vocabulary|VOCABULARY]] table indicating from which source the Concept has been adapted.| -|concept_class_id|Yes|varchar(20)|The attribute or concept class of the Concept. Examples are “Clinical Drugâ€, “Ingredientâ€, “Clinical Finding†etc.| -|standard_concept|No|varchar(1)|This flag determines where a Concept is a Standard Concept, i.e. is used in the data, a Classification Concept, or a non-standard Source Concept. The allowables values are 'S' (Standard Concept) and 'C' (Classification Concept), otherwise the content is NULL.| -|concept_code|Yes|varchar(50)|The concept code represents the identifier of the Concept in the source vocabulary, such as SNOMED-CT concept IDs, RxNorm RXCUIs etc. Note that concept codes are not unique across vocabularies.| -|valid_start_date|Yes|date|The date when the Concept was first recorded. The default value is 1-Jan-1970, meaning, the Concept has no (known) date of inception.| -|valid_end_date|Yes|date|The date when the Concept became invalid because it was deleted or superseded (updated) by a new concept. The default value is 31-Dec-2099, meaning, the Concept is valid until it becomes deprecated.| -|invalid_reason|No|varchar(1)|Reason the Concept was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.| - -### Conventions -Concepts in the Common Data Model are derived from a number of public or proprietary terminologies such as SNOMED-CT and RxNorm, or custom generated to standardize aspects of observational data. Both types of Concepts are integrated based on the following rules: - * All Concepts are maintained centrally by the CDM and Vocabularies Working Group. Additional concepts can be added, as needed, upon request. - * For all Concepts, whether they are custom generated or adopted from published terminologies, a unique numeric identifier concept_id is assigned and used as the key to link all observational data to the corresponding Concept reference data. - * The concept_id of a Concept is persistent, i.e. stays the same for the same Concept between releases of the Standardized Vocabularies. - * A descriptive name for each Concept is stored as the Concept Name as part of the CONCEPT table. Additional names and descriptions for the Concept are stored as Synonyms in the [CONCEPT_SYNONYM](CONCEPT_SYNONYM.md) table. - * Each Concept is assigned to a Domain. For Standard Concepts, these is always a single Domain. Source Concepts can be composite or coordinated entities, and therefore can belong to more than one Domain. The domain_id field of the record contains the abbreviation of the Domain, or Domain combination. Please refer to the Standardized Vocabularies [specification](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary) for details of the Domain Assignment. - * For details of the Vocabularies adopted for use in the OMOP CDM refer to the Standardized Vocabularies specification. - * Concept Class designation are attributes of Concepts. Each Vocabulary has its own set of permissible Concept Classes, although the same Concept Class can be used by more than one Vocabulary. Depending on the Vocabulary, the Concept Class may categorize Concepts vertically (parallel) or horizontally (hierarchically). See the specification of each vocabulary for details. - * Concept Class attributes should not be confused with Classification Concepts. These are separate Concepts that have a hierarchical relationship to Standard Concepts or each other, while Concept Classes are unique Vocabulary-specific attributes for each Concept. - * For Concepts inherited from published terminologies, the source code is retained in the concept_code field and can be used to reference the source vocabulary. - * Standard Concepts (designated as 'S' in the standard_concept field) may appear in CDM tables in all *_concept_id fields, whereas Classification Concepts ('C') should not appear in the CDM data, but participate in the construction of the [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table and can be used to identify Descendants that may appear in the data. See [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table. Non-standard Concepts can only appear in *_source_concept_id fields and are not used in CONCEPT_ANCESTOR table. Please refer to the Standardized Vocabularies [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:standard_classification_and_source_concepts) for details of the Standard Concept designation. - * All logical data elements associated with the various CDM tables (usually in the _type_concept_id field) are called Type Concepts, including defining characteristics, qualifying attributes etc. They are also stored as Concepts in the CONCEPT table. Since they are generated by OMOP, their is no meaningful concept_code. - * The lifespan of a Concept is recorded through its valid_start_date, valid_end_date and the invalid_reason fields. This allows Concepts to correctly reflect at which point in time were defined. Usually, Concepts get deprecatd if their meaning was deamed ambigous, a duplication of another Conncept, or needed revision for scientific reason. For example, drug ingredients get updated when different salt or isomer variants enter the market. Usually, drugs taken off the market do not cause a deprecation by the terminology vendor. Since observational data are valid with respect to the time they are recorded, it is key for the Standardized Vocabularies to provide even obsolete codes and maintain their relationships to other current Concepts . - * Concepts without a known instantiated date are assigned valid_start_date of ‘1-Jan-1970’. - * Concepts that are not invalid are assigned valid_end_date of ‘31-Dec-2099’. - * Deprecated Concepts (with a valid_end_date before the release date of the Standardized Vocabularies) will have a value of 'D' (deprecated without successor) or 'U' (updated). The updated Concepts have a record in the [CONCEPT_RELATIONSHIP](CONCEPT_RELATIONSHIP.md) table indicating their active replacement Concept. - * Values for concept_ids generated as part of Standardized Vocabularies will be reserved from 0 to 2,000,000,000. Above this range, concept_ids are available for local use and are guaranteed not to clash with future releases of the Standardized Vocabularies. diff --git a/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md b/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md deleted file mode 100644 index b0a0698..0000000 --- a/Documentation/StandardizedVocabularies/CONCEPT_ANCESTOR.md +++ /dev/null @@ -1,27 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.8 CONCEPT_ANCESTOR - -The CONCEPT_ANCESTOR table is designed to simplify observational analysis by providing the complete hierarchical relationships between Concepts. Only direct parent-child relationships between Concepts are stored in the CONCEPT_RELATIONSHIP table. To determine higher level ancestry connections, all individual direct relationships would have to be navigated at analysis time. The CONCEPT_ANCESTOR table includes records for all parent-child relationships, as well as grandparent-grandchild relationships and those of any other level of lineage. Using the CONCEPT_ANCESTOR table allows for querying for all descendants of a hierarchical concept. For example, drug ingredients and drug products are all descendants of a drug class ancestor. - -This table is entirely derived from the CONCEPT, CONCEPT_RELATIONSHIP and RELATIONSHIP tables. - -Field|Required|Type|Description -:---|:---|:---|:--- -|ancestor_concept_id|Yes|integer|A foreign key to the concept in the concept table for the higher-level concept that forms the ancestor in the relationship.| -|descendant_concept_id|Yes|integer|A foreign key to the concept in the concept table for the lower-level concept that forms the descendant in the relationship.| -|min_levels_of_separation|Yes|integer|The minimum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an attribute that is used to simplify hierarchic analysis.| -|max_levels_of_separation|Yes|integer|The maximum separation in number of levels of hierarchy between ancestor and descendant concepts. This is an attribute that is used to simplify hierarchic analysis.| - -## Conventions - - * Each concept is also recorded as an ancestor of itself. - * Only valid and Standard Concepts participate in the CONCEPT_ANCESTOR table. It is not possible to find ancestors or descendants of deprecated or Source Concepts. - * Usually, only Concepts of the same Domain are connected through records of the CONCEPT_ANCESTOR table, but there might be exceptions. diff --git a/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md b/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md deleted file mode 100644 index 7aa52bd..0000000 --- a/Documentation/StandardizedVocabularies/CONCEPT_CLASS.md +++ /dev/null @@ -1,136 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.4 CONCEPT_CLASS - -The CONCEPT_CLASS table is a reference table, which includes a list of the classifications used to differentiate Concepts within a given Vocabulary. This reference table is populated with a single record for each Concept Class: - -Field|Required|Type|Description -:----|:-----|:-----|:----- -|concept_class_id|Yes|varchar(20)|A unique key for each class.| -|concept_class_name|Yes|varchar(255)|The name describing the Concept Class, e.g. "Clinical Finding", "Ingredient", etc.| -|concept_class_concept_id|Yes|integer|A foreign key that refers to an identifier in the [CONCEPT](CONCEPT.md) table for the unique Concept Class the record belongs to.| - -## Conventions - - * There is one record for each Concept Class. Concept Classes are used to create additional structure to the Concepts within each Vocabulary. Some Concept Classes are unique to a Vocabulary (for example "Clinical Finding" in SNOMED), but others can be used across different Vocabularies. The separation of Concepts through Concept Classes can be semantically horizontal (each Class subsumes Concepts of the same hierarchical level, akin to sub-Vocabularies within a Vocabulary) or vertical (each Class subsumes Concepts of a certain kind, going across hierarchical levels). For example, Concept Classes in SNOMED are vertical: The classes "Procedure" and "Clinical Finding" define very granular to very generic Concepts. On the other hand, "Clinical Drug" and "Ingredient" Concept Classes define horizontal layers or strata in the RxNorm vocabulary, which all belong to the same concept of a Drug. - * The concept_class_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Concept Class. - * The concept_class_name field contains the unabbreviated names of the Concept Class. - * Each Concept Class also has an entry in the Concept table, which is recorded in the concept_class_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concepts. - * Past versions of the OMOP CDM did not have a separate reference table for all Concept Classes. Also, the content of the old concept_class and the new concept_class_id fields are not always identical. A conversion talbe can be found here: - -Previous CONCEPT_CLASS|Version 5 CONCEPT_CLASS_ID -:-----|:------ -|Administrative concept|Admin Concept| -|Admitting Source|Admitting Source| -|Anatomical Therapeutic Chemical Classification|ATC| -|Anatomical Therapeutic Chemical Classification|ATC| -|APC|Procedure| -|Attribute|Attribute| -|Biobank Flag|Biobank Flag| -|Biological function|Biological Function| -|Body structure|Body Structure| -|Brand Name|Brand Name| -|Branded Drug|Branded Drug| -|Branded Drug Component|Branded Drug Comp| -|Branded Drug Form|Branded Drug Form| -|Branded Pack|Branded Pack| -|CCS_DIAGNOSIS|Condition| -|CCS_PROCEDURES|Procedure| -|Chart Availability|Chart Availability| -|Chemical Structure|Chemical Structure| -|Clinical Drug|Clinical Drug| -|Clinical Drug Component|Clinical Drug Comp| -|Clinical Drug Form|Clinical Drug Form| -|Clinical finding|Clinical Finding| -|Clinical Pack|Clinical Pack| -|Concept Relationship|Concept Relationship| -|Condition Occurrence Type|Condition Occur Type| -|Context-dependent category|Context-dependent| -|CPT-4|Procedure| -|Currency|Currency| -|Death Type|Death Type| -|Device Type|Device Type| -|Discharge Disposition|Discharge Dispo| -|Discharge Status|Discharge Status| -|Domain|Domain| -|Dose Form|Dose Form| -|DRG|Diagnostic Category| -|Drug Exposure Type|Drug Exposure Type| -|Drug Interaction|Drug Interaction| -|Encounter Type|Encounter Type| -|Enhanced Therapeutic Classification|ETC| -|Enrollment Basis|Enrollment Basis| -|Environment or geographical location|Location| -|Ethnicity|Ethnicity| -|Event|Event| -|Gender|Gender| -|HCPCS|Procedure| -|Health Care Provider Specialty|Provider Specialty| -|HES specialty|Provider Specialty| -|High Level Group Term|HLGT| -|High Level Term|HLT| -|Hispanic|Hispanic| -|ICD-9-Procedure|Procedure| -|Indication or Contra-indication|Ind / CI| -|Ingredient|Ingredient| -|LOINC Code|Measurement| -|LOINC Multidimensional Classification|Meas Class| -|Lowest Level Term|LLT| -|MDC|Diagnostic Category| -|Measurement Type|Meas Type| -|Mechanism of Action|Mechanism of Action| -|Model component|Model Comp| -|Morphologic abnormality|Morph Abnormality| -|MS-DRG|Diagnostic Category| -|Namespace concept|Namespace Concept| -|Note Type|Note Type| -|Observable entity|Observable Entity| -|Observation Period Type|Obs Period Type| -|Observation Type|Observation Type| -|OMOP DOI cohort|Drug Cohort| -|OMOP HOI cohort|Condition Cohort| -|OPCS-4|Procedure| -|Organism|Organism| -|Patient Status|Patient Status| -|Pharmaceutical / biologic product|Pharma/Biol Product| -|Pharmaceutical Preparations|Pharma Preparation| -|Pharmacokinetics|PK| -|Pharmacologic Class|Pharmacologic Class| -|Physical force|Physical Force| -|Physical object|Physical Object| -|Physiologic Effect|Physiologic Effect| -|Place of Service|Place of Service| -|Preferred Term|PT| -|Procedure|Procedure| -|Procedure Occurrence Type|Procedure Occur Type| -|Qualifier value|Qualifier Value| -|Race|Race| -|Record artifact|Record Artifact| -|Revenue Code|Revenue Code| -|Sex|Gender| -|Social context|Social Context| -|Special concept|Special Concept| -|Specimen|Specimen| -|Staging and scales|Staging / Scales| -|Standardized MedDRA Query|SMQ| -|Substance|Substance| -|System Organ Class|SOC| -|Therapeutic Class|Therapeutic Class| -|UCUM|Unit| -|UCUM Canonical|Canonical Unit| -|UCUM Custom|Unit| -|UCUM Standard|Unit| -|Undefined|Undefined| -|UNKNOWN|Undefined| -|VA Class|Drug Class| -|VA Drug Interaction|Drug Interaction| -|VA Product|Drug Product| -|Visit|Visit| -|Visit Type|Visit Type| diff --git a/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md b/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md deleted file mode 100644 index 0c9068a..0000000 --- a/Documentation/StandardizedVocabularies/CONCEPT_RELATIONSHIP.md +++ /dev/null @@ -1,29 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.5 CONCEPT_RELATIONSHIP - -The CONCEPT_RELATIONSHIP table contains records that define direct relationships between any two Concepts and the nature or type of the relationship. Each type of a relationship is defined in the [RELATIONSHIP](RELATIONSHIP.md) table. - -Field|Required|Type|Description -:-----|:-----|:----|:----- -|concept_id_1|Yes|integer|A foreign key to a Concept in the [CONCEPT](CONCEPT.md) table associated with the relationship. Relationships are directional, and this field represents the source concept designation.| -|concept_id_2|Yes|integer|A foreign key to a Concept in the [CONCEPT](CONCEPT.md) table associated with the relationship. Relationships are directional, and this field represents the destination concept designation.| -|relationship_id|Yes|varchar(20)|A unique identifier to the type or nature of the Relationship as defined in the [RELATIONSHIP](RELATIONSHIP.md) table.| -|valid_start_date|Yes|date|The date when the instance of the Concept Relationship is first recorded.| -|valid_end_date|Yes|date|The date when the Concept Relationship became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.| -|invalid_reason|No|varchar(1)|Reason the relationship was invalidated. Possible values are 'D' (deleted), 'U' (replaced with an update) or NULL when valid_end_date has the default value.| - -## Conventions - * Relationships can generally be classified as hierarchical (parent-child) or non-hierarchical (lateral). - * All Relationships are directional, and each Concept Relationship is represented twice symmetrically within the CONCEPT_RELATIONSHIP table. For example, the two SNOMED concepts of ‘Acute myocardial infarction of the anterior wall’ and ‘Acute myocardial infarction’ have two Concept Relationships: 1- ‘Acute myocardial infarction of the anterior wall’ ‘Is a’ ‘Acute myocardial infarction’, and 2- ‘Acute myocardial infarction’ ‘Subsumes’ ‘Acute myocardial infarction of the anterior wall’. - * There is one record for each Concept Relationship connecting the same Concepts with the same relationship_id. - * Since all Concept Relationships exist with their mirror image (concept_id_1 and concept_id_2 swapped, and the relationship_id replaced by the reverse_relationship_id from the [RELATIONSHIP](RELATIONSHIP.md) table), it is not necessary to query for the existence of a relationship both in the concept_id_1 and concept_id_2 fields. - * Concept Relationships define direct relationships between Concepts. Indirect relationships through 3rd Concepts are not captured in this table. However, the [CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) table does this for hierachical relationships over several "generations" of direct relationships. - * In previous versions of the CDM, the relationship_id used to be a numerical identifier. See the [RELATIONSHIP](RELATIONSHIP.md) table. diff --git a/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md b/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md deleted file mode 100644 index dba9185..0000000 --- a/Documentation/StandardizedVocabularies/CONCEPT_SYNONYM.md +++ /dev/null @@ -1,24 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.7 CONCEPT_SYNONYM - -The CONCEPT_SYNONYM table is used to store alternate names and descriptions for Concepts. - -Field|Required|Type|Description -:----|:----|:----|:---- -|concept_id|Yes|Integer|A foreign key to the Concept in the CONCEPT table.| -|concept_synonym_name|Yes|varchar(1000)|The alternative name for the Concept.| -|language_concept_id|Yes|integer|A foreign key to a Concept representing the language.| - -## Conventions - - * The concept_name field contains a valid Synonym of a concept, including the description in the concept_name itself. I.e. each Concept has at least one Synonym in the CONCEPT_SYNONYM table. As an example, for a SNOMED-CT Concept, if the fully specified name is stored as the concept_name of the CONCEPT table, then the Preferred Term and Synonyms associated with the Concept are stored in the CONCEPT_SYNONYM table. - * Only Synonyms that are active and current are stored in the CONCEPT_SYNONYM table. Tracking synonym/description history and mapping of obsolete synonyms to current Concepts/Synonyms is out of scope for the Standard Vocabularies. - * Currently, only English Synonyms are included. diff --git a/Documentation/StandardizedVocabularies/DOMAIN.md b/Documentation/StandardizedVocabularies/DOMAIN.md deleted file mode 100644 index dd5fe62..0000000 --- a/Documentation/StandardizedVocabularies/DOMAIN.md +++ /dev/null @@ -1,26 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.3 DOMAIN - -The DOMAIN table includes a list of OMOP-defined Domains the Concepts of the Standardized Vocabularies can belong to. A Domain defines the set of allowable Concepts for the standardized fields in the CDM tables. For example, the "Condition" Domain contains Concepts that describe a condition of a patient, and these Concepts can only be stored in the condition_concept_id field of the [CONDITION_OCCURRENCE](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedClinicalDataTables/CONDITION_OCCURRENCE.md) and [CONDITION_ERA](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/StandardizedDerivedElements/CONDITION_ERA.md) tables. This reference table is populated with a single record for each Domain and includes a descriptive name for the Domain. - -Field|Required|Type|Description -:----|:----|:----|:----- -|domain_id|Yes|varchar(20)|A unique key for each domain.| -|domain_name|Yes|varchar(255)|The name describing the Domain, e.g. "Condition", "Procedure", "Measurement" etc.| -|domain_concept_id|Yes|integer|A foreign key that refers to an identifier in the [CONCEPT](CONCEPT.md) table for the unique Domain Concept the Domain record belongs to.| - -## Conventions - - * There is one record for each Domain. The domains are defined by the tables and fields in the OMOP CDM that can contain Concepts describing all the various aspects of the healthcare experience of a patient. - * The domain_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Domain. - * The domain_name field contains the unabbreviated names of the Domain. - * Each Domain also has an entry in the Concept table, which is recorded in the domain_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concept. - * Versions prior to v5.0.0 of the OMOP CDM did not support the notion of a Domain. diff --git a/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md b/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md deleted file mode 100644 index 552ead4..0000000 --- a/Documentation/StandardizedVocabularies/DRUG_STRENGTH.md +++ /dev/null @@ -1,39 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.10 DRUG_STRENGTH - -The DRUG_STRENGTH table contains structured content about the amount or concentration and associated units of a specific ingredient contained within a particular drug product. This table is supplemental information to support standardized analysis of drug utilization. - -Field|Required|Type|Description -:----|:----|:----|:----- -|drug_concept_id|Yes|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for Branded Drug or Clinical Drug Concept.| -|ingredient_concept_id|Yes|integer|A foreign key to the Concept in the CONCEPT table, representing the identifier for drug Ingredient Concept contained within the drug product.| -|amount_value|No|float|The numeric value associated with the amount of active ingredient contained within the product.| -|amount_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the Unit for the absolute amount of active ingredient.| -|numerator_value|No|float|The numeric value associated with the concentration of the active ingredient contained in the product| -|numerator_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the numerator Unit for the concentration of active ingredient.| -|denominator_value|No|float|The amount of total liquid (or other divisible product, such as ointment, gel, spray, etc.).| -|denominator_unit_concept_id|No|integer|A foreign key to the Concept in the CONCEPT table representing the identifier for the denominator Unit for the concentration of active ingredient.| -|valid_start_date|Yes|date|The date when the Concept was first recorded. The default value is 1-Jan-1970.| -|valid_end_date|Yes|date|The date when the concept became invalid because it was deleted or superseded (updated) by a new Concept. The default value is 31-Dec-2099.| -|invalid_reason|No|varchar(1)|Reason the concept was invalidated. Possible values are 'D' (deleted), 'U' (replaced with an update) or NULL when valid_end_date has the default value.| - -## Conventions - - * The DRUG_STRENGTH table contains information for each active (non-deprecated) standard drug concept. - * A drug which contains multiple active Ingredients will result in multiple DRUG_STRENGTH records, one for each active ingredient. - * Ingredient strength information is provided either as absolute amount (usually for solid formulations) or as concentration (usually for liquid formulations). - * If the absolute amount is provided (for example, 'Acetaminophen 5 MG Tablet') the amount_value and amount_unit_concept_id are used to define this content (in this case 5 and 'MG'). - * If the concentration is provided (for example 'Acetaminophen 48 MG/ML Oral Solution') the numerator_value in combination with the numerator_unit_concept_id and denominator_unit_concept_id are used to define this content (in this case 48, 'MG' and 'ML'). - * In case of Quantified Clinical or Branded Drugs the denominator_value contains the total amount of the solution (not the amount of the ingredient). In all other drug concept classes the denominator amount is NULL because the concentration is always normalized to the unit of the denominator. So, a product containing 960 mg in 20 mL is provided as 48 mg/mL in the Clinical Drug and Clinical Drug Component, while as a Quantified Clinical Drug it is written as 960 mg/20 mL. - * If the strength is provided in % (volume or mass-percent are not distinguished) it is stored in the numerator_value/numerator_unit_concept_id field combination, with both the denominator_value and denominator_unit_concept_id set to NULL. If it is a Quantified Drug the total amount of drug is provided in the denominator_value/denominator_unit_concept_id pair. E.g., the 30 G Isoconazole 2% Topical Cream is provided as 2% / in Clinical Drug and Clinical Drug Component, and as 2% /30 G. - * Sometimes, one Ingredient is listed with different units within the same drug. This is very rare, and usually this happens if there are more than one Precise Ingredient. For example, 'Penicillin G, Benzathine 150000 UNT/ML / Penicillin G, Procaine 150000 MEQ/ML Injectable Suspension' contains Penicillin G in two different forms. - * Sometimes, different ingredients in liquid drugs are listed with different units in the denominator_unit_concept_id. This is usually the case if the ingredients are liquids themselves (concentration provided as mL/mL) or solid substances (mg/mg). In these cases, the general assumptions is made that the density of the drug is that of water, and one can assume 1 g = 1 mL. - * All Drug vocabularies containing Standard Concepts have entries in the DRUG_STRENGTH table. diff --git a/Documentation/StandardizedVocabularies/RELATIONSHIP.md b/Documentation/StandardizedVocabularies/RELATIONSHIP.md deleted file mode 100644 index 674e9e9..0000000 --- a/Documentation/StandardizedVocabularies/RELATIONSHIP.md +++ /dev/null @@ -1,303 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.6 RELATIONSHIP - -The RELATIONSHIP table provides a reference list of all types of relationships that can be used to associate any two concepts in the CONCEPT_RELATIONSHP table. - -Field|Required|Type|Description -:----|:----|:----|:----- -|relationship_id|Yes|varchar(20)| The type of relationship captured by the relationship record.| -|relationship_name|Yes|varchar(255)| The text that describes the relationship type.| -|is_hierarchical|Yes|varchar(1)|Defines whether a relationship defines concepts into classes or hierarchies. Values are 1 for hierarchical relationship or 0 if not.| -|defines_ancestry|Yes|varchar(1)|Defines whether a hierarchical relationship contributes to the concept_ancestor table. These are subsets of the hierarchical relationships. Valid values are 1 or 0.| -|reverse_relationship_id|Yes|varchar(20)|The identifier for the relationship used to define the reverse relationship between two concepts.| -|relationship_concept_id|Yes|integer|A foreign key that refers to an identifier in the CONCEPT table for the unique relationship concept.| - -## Conventions - - * There is one record for each Relationship. - * Relationships are classified as hierarchical (parent-child) or non-hierarchical (lateral) - * They are used to determine which concept relationship records should be included in the computation of the CONCEPT_ANCESTOR table. - * The relationship_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Relationship. - * The relationship_name field contains the unabbreviated names of the Relationship. - * Relationships all exist symmetrically, i.e. in both direction. The relationship_id of the opposite Relationship is provided in the reverse_relationship_id field. - * Each Relationship also has an equivalent entry in the Concept table, which is recorded in the relationship_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by unique Concepts. - * Hierarchical Relationships are used to build a hierarchical tree out of the Concepts, which is recorded in the CONCEPT_ANCESTOR table. For example, "has_ingredient" is a Relationship between Concepst of the Concept Class 'Clinical Drug' and those of 'Ingredient', and all Ingredients can be classified as the "parental" hierarchical Concepts for the drug products they are part of. All 'Is a' Relationships are hierarchical. - * Relationships, also hierarchical, can be between Concepts within the same Vocabulary or those adopted from different Vocabulary sources. - * In past versions of the RELATIONSHIP table, the relationship_id used to be a numerical value. A conversion table between these old and new IDs is given below: - -Previous RELATIONSHIP_ID|Version 5 RELATIONSHIP_ID -:-----|:----- -|1|LOINC replaced by| -|2|Has precise ing| -|3|Has tradename| -|4|RxNorm has dose form| -|5|Has form| -|6|RxNorm has ing| -|7|Constitutes| -|8|Contains| -|9|Reformulation of| -|10|Subsumes| -|11|NDFRT has dose form| -|12|Induces| -|13|May diagnose| -|14|Has physio effect| -|15|Has CI physio effect| -|16|NDFRT has ing| -|17|Has CI chem class| -|18|Has MoA| -|19|Has CI MoA| -|20|Has PK| -|21|May treat| -|22|CI to| -|23|May prevent| -|24|Has metabolites| -|25|Has metabolism| -|26|May be inhibited by| -|27|Has chem structure| -|28|NDFRT - RxNorm eq| -|29|Has recipient cat| -|30|Has proc site| -|31|Has priority| -|32|Has pathology| -|33|Has part of| -|34|Has severity| -|35|Has revision status| -|36|Has access| -|37|Has occurrence| -|38|Has method| -|39|Has laterality| -|40|Has interprets| -|41|Has indir morph| -|42|Has indir device| -|43|Has specimen| -|44|Has interpretation| -|45|Has intent| -|46|Has focus| -|47|Has manifestation| -|48|Has active ing| -|49|Has finding site| -|50|Has episodicity| -|51|Has dir subst| -|52|Has dir morph| -|53|Has dir device| -|54|Has component| -|55|Has causative agent| -|56|Has asso morph| -|57|Has asso finding| -|58|Has measurement| -|59|Has property| -|60|Has scale type| -|61|Has time aspect| -|62|Has specimen proc| -|63|Has specimen source| -|64|Has specimen morph| -|65|Has specimen topo| -|66|Has specimen subst| -|67|Has due to| -|68|Has relat context| -|69|Has dose form| -|70|Occurs after| -|71|Has asso proc| -|72|Has dir proc site| -|73|Has indir proc site| -|74|Has proc device| -|75|Has proc morph| -|76|Has finding context| -|77|Has proc context| -|78|Has temporal context| -|79|Findinga sso with| -|80|Has surgical appr| -|81|Using device| -|82|Using energy| -|83|Using subst| -|84|Using acc device| -|85|Has clinical course| -|86|Has route of admin| -|87|Using finding method| -|88|Using finding inform| -|92|ICD9P - SNOMED eq| -|93|CPT4 - SNOMED cat| -|94|CPT4 - SNOMED eq| -|125|MedDRA - SNOMED eq| -|126|Has FDA-appr ind| -|127|Has off-label ind| -|129|Has CI| -|130|ETC - RxNorm| -|131|ATC - RxNorm| -|132|SMQ - MedDRA| -|135|LOINC replaces| -|136|Precise ing of| -|137|Tradename of| -|138|RxNorm dose form of| -|139|Form of| -|140|RxNorm ing of| -|141|Consists of| -|142|Contained in| -|143|Reformulated in| -|144|Is a| -|145|NDFRT dose form of| -|146|Induced by| -|147|Diagnosed through| -|148|Physiol effect by| -|149|CI physiol effect by| -|150|NDFRT ing of| -|151|CI chem class of| -|152|MoA of| -|153|CI MoA of| -|154|PK of| -|155|May be treated by| -|156|CI by| -|157|May be prevented by| -|158|Metabolite of| -|159|Metabolism of| -|160|Inhibits effect| -|161|Chem structure of| -|162|RxNorm - NDFRT eq| -|163|Recipient cat of| -|164|Proc site of| -|165|Priority of| -|166|Pathology of| -|167|Part of| -|168|Severity of| -|169|Revision status of| -|170|Access of| -|171|Occurrence of| -|172|Method of| -|173|Laterality of| -|174|Interprets of| -|175|Indir morph of| -|176|Indir device of| -|177|Specimen of| -|178|Interpretation of| -|179|Intent of| -|180|Focus of| -|181|Manifestation of| -|182|Active ing of| -|183|Finding site of| -|184|Episodicity of| -|185|Dir subst of| -|186|Dir morph of| -|187|Dir device of| -|188|Component of| -|189|Causative agent of| -|190|Asso morph of| -|191|Asso finding of| -|192|Measurement of| -|193|Property of| -|194|Scale type of| -|195|Time aspect of| -|196|Specimen proc of| -|197|Specimen identity of| -|198|Specimen morph of| -|199|Specimen topo of| -|200|Specimen subst of| -|201|Due to of| -|202|Relat context of| -|203|Dose form of| -|204|Occurs before| -|205|Asso proc of| -|206|Dir proc site of| -|207|Indir proc site of| -|208|Proc device of| -|209|Proc morph of| -|210|Finding context of| -|211|Proc context of| -|212|Temporal context of| -|213|Asso with finding| -|214|Surgical appr of| -|215|Device used by| -|216|Energy used by| -|217|subst used by| -|218|Acc device used by| -|219|Clinical course of| -|220|Route of admin of| -|221|Finding method of| -|222|Finding inform of| -|226|SNOMED - ICD9P eq| -|227|SNOMED cat - CPT4| -|228|SNOMED - CPT4 eq| -|239|SNOMED - MedDRA eq| -|240|Is FDA-appr ind of| -|241|Is off-label ind of| -|243|Is CI of| -|244|RxNorm - ETC| -|245|RxNorm - ATC| -|246|MedDRA - SMQ| -|247|Ind/CI - SNOMED| -|248|SNOMED - ind/CI| -|275|Has therap class| -|276|Therap class of| -|277|Drug-drug inter for| -|278|Has drug-drug inter| -|279|Has pharma prep| -|280|Pharma prep in| -|281|Inferred class of| -|282|Has inferred class| -|283|SNOMED proc - HCPCS| -|284|HCPCS - SNOMED proc| -|285|RxNorm - NDFRT name| -|286|NDFRT - RxNorm name| -|287|ETC - RxNorm name| -|288|RxNorm - ETC name| -|289|ATC - RxNorm name| -|290|RxNorm - ATC name| -|291|HOI - SNOMED| -|292|SNOMED - HOI| -|293|DOI - RxNorm| -|294|RxNorm - DOI| -|295|HOI - MedDRA| -|296|MedDRA - HOI| -|297|NUCC - CMS Specialty| -|298|CMS Specialty - NUCC| -|299|DRG - MS-DRG eq| -|300|MS-DRG - DRG eq| -|301|DRG - MDC cat| -|302|MDC cat - DRG| -|303|Visit cat - PoS| -|304|PoS - Visit cat| -|305|VAProd - NDFRT| -|306|NDFRT - VAProd| -|307|VAProd - RxNorm eq| -|308|RxNorm - VAProd eq| -|309|RxNorm replaced by| -|310|RxNorm replaces| -|311|SNOMED replaced by| -|312|SNOMED replaces| -|313|ICD9P replaced by| -|314|ICD9P replaces| -|315|Multilex has ing| -|316|Multilex ing of| -|317|RxNorm - Multilex eq| -|318|Multilex - RxNorm eq| -|319|Multilex ing - class| -|320|Class - Multilex ing| -|321|Maps to| -|322|Mapped from| -|325|Map includes child| -|326|Included in map from| -|327|Map excludes child| -|328|Excluded in map from| -|345|UCUM replaced by| -|346|UCUM replaces| -|347|Concept replaced by| -|348|Concept replaces| -|349|Concept same_as to| -|350|Concept same_as from| -|351|Concept alt_to to| -|352|Concept alt_to from| -|353|Concept poss_eq to| -|354|Concept poss_eq from| -|355|Concept was_a to| -|356|Concept was_a from| -|357|SNOMED meas - HCPCS| -|358|HCPCS - SNOMED meas| -|359|Domain subsumes| -|360|Is domain| diff --git a/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md b/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md deleted file mode 100644 index 2ead71a..0000000 --- a/Documentation/StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md +++ /dev/null @@ -1,36 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.9 SOURCE_TO_CONCEPT_MAP - -The source to concept map table is a legacy data structure within the OMOP Common Data Model, recommended for use in ETL processes to maintain local source codes which are not available as Concepts in the Standardized Vocabularies, and to establish mappings for each source code into a Standard Concept as target_concept_ids that can be used to populate the Common Data Model tables. The SOURCE_TO_CONCEPT_MAP table is no longer populated with content within the Standardized Vocabularies published to the OMOP community. - -Field|Required|Type|Description -:---|:----|:---|:---- -|source_code|Yes|varchar(50)|The source code being translated into a Standard Concept.| -|source_concept_id|Yes|integer|A foreign key to the Source Concept that is being translated into a Standard Concept.| -|source_vocabulary_id|No|varchar(20)|A foreign key to the VOCABULARY table defining the vocabulary of the source code that is being translated to a Standard Concept.| -|source_code_description|Yes|varchar(255)|An optional description for the source code. This is included as a convenience to compare the description of the source code to the name of the concept.| -|target_concept_id|Yes|integer|A foreign key to the target Concept to which the source code is being mapped.| -|target_vocabulary_id|Yes|varchar(20)|A foreign key to the VOCABULARY table defining the vocabulary of the target Concept.| -|valid_start_date|Yes|date|The date when the mapping instance was first recorded.| -|valid_end_date|Yes|date|The date when the mapping instance became invalid because it was deleted or superseded (updated) by a new relationship. Default value is 31-Dec-2099.| -|invalid_reason|No|varchar(1)|Reason the mapping instance was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value.| - -## Conventions - - * This table is no longer used to distribute mapping information between source codes and Standard Concepts for the Standard Vocabularies. Instead, the CONCEPT_RELATIONSHIP table is used for this purpose, using the relationship_id='Maps to'. - * However, this table can still be used for the translation of local source codes into Standard Concepts. - * **Note:** This table should not be used to translate source codes to Source Concepts. The source code of a Source Concept is captured in its concept_code field. If the source codes used in a given database do not follow correct formatting the ETL will have to perform this translation. For example, if ICD-9-CM codes are recorded without a dot the ETL will have to perform a lookup function that allows identifying the correct ICD-9-CM Source Concept (with the dot in the concept_code field). - * The source_concept_id, or the combination of the fields source_code and the source_vocabulary_id uniquely identifies the source information. It is the equivalent to the concept_id_1 field in the CONCEPT_RELATIONSHIP table. - * If there is no source_concept_id available because the source codes are local and not supported by the Standard Vocabulary, the content of the field is 0 (zero, not null) encoding an undefined concept. However, local Source Concepts are established (concept_id values above 2,000,000,000). - * The source_code_description contains an optional description of the source code. - * The target_concept_id contains the Concept the source code is mapped to. It is equivalent to the concept_id_2 in the CONCEPT_RELATIONSHIP table - * The target_vocabulary_id field contains the vocabulary_id of the target concept. It is a duplication of the same information in the CONCEPT record of the Target Concept. - * The fields valid_start_date, valid_end_date and invalid_reason are used to define the life cycle of the mapping information. Invalid mapping records should not be used for mapping information. diff --git a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md b/Documentation/StandardizedVocabularies/StandardizedVocabularies.md deleted file mode 100644 index 760a3d4..0000000 --- a/Documentation/StandardizedVocabularies/StandardizedVocabularies.md +++ /dev/null @@ -1,40 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) - ---- - -# 3 Standardized Vocabularies - -
[3.1 CONCEPT](CONCEPT.md) -
[3.2 VOCABULARY](VOCABULARY.md) -
[3.3 DOMAIN](DOMAIN.md) -
[3.4 CONCEPT_CLASS](CONCEPT_CLASS.md) -
[3.5 CONCEPT_RELATIONSHIP](CONCEPT_RELATIONSHIP.md) -
[3.6 RELATIONSHIP](RELATIONSHIP.md) -
[3.7 CONCEPT_SYNONYM](CONCEPT_SYNONYM.md) -
[3.8 CONCEPT_ANCESTOR](CONCEPT_ANCESTOR.md) -
[3.9 SOURCE_TO_CONCEPT_MAP](SOURCE_TO_CONCEPT_MAP.md) -
[3.10 DRUG_STRENGTH](DRUG_STRENGTH.md) -
[3.11 COHORT_DEFINITION](COHORT_DEFINITION.md) -
[3.12 ATTRIBUTE_DEFINITION](ATTRIBUTE_DEFINITION.md) - -These tables contain detailed information about the Concepts used in all of the CDM fact tables. The content of the Standardized Vocabularies tables is not generated anew by each CDM implementation. Instead, it is maintained centrally as a service to the community. - -A number of assumptions were made for the design of the Standardized Vocabularies tables: - - * There is one design which will accommodate all different source terminologies and classifications. - * All terminologies are loaded into the CONCEPT table. - * The key is a newly created concept_id, not the original code of the terminology, because source codes are not unique identifiers across terminologies. - * Some Concepts are declared Standard Concepts, i.e. they are used to represent a certain clinical entity in the data. All Concepts may be Source Concepts; they represent how the entity was coded in the source. Standard Concepts are identified through the standard_concept field in the CONCEPT table. - * Records in the CONCEPT_RELATIONSHIP table define semantic relationships between Concepts. Such relationships can be hierarchical or lateral. - * Records in the CONCEPT_RELATIONSHIP table are used to map Source codes to Standard Concepts, replacing the mechanism of the SOURCE_TO_CONCEPT_MAP table used in prior Standardized Vocabularies versions. The SOURCE_TO_CONCEPT_MAP table is retained as an optional aid to bookkeeping codes not found in the Standardized Vocabularies. - * Chains of hierarchical relationships are recorded in the CONCEPT_ANCESTOR table. Ancestry relationships are only recorded between Standard Concepts that are valid (not deprecated) and are connected through valid and hierarchical relationships in the RELATIONSHIP table (flag defines_ancestry). - -The advantage of this approach lies in the preservation of codes and relationships between them without adherence to the multiple different source data structures, a simple design for standardized access, and the optimization of performance for analysis. Navigation among Standard Concepts does not require knowledge of the source vocabulary. Finally, the approach is scalable and future vocabularies can be integrated easily. On the other hand, extensive transformation of source data to the Vocabulary is required and not every source data structure and original source hierarchy can be retained. - -Below is an entity-relationship diagram highlighting the tables within the Vocabulary portion of the OMOP Common Data Model: - -![](images/vocabulary_tables.png) diff --git a/Documentation/StandardizedVocabularies/VOCABULARY.md b/Documentation/StandardizedVocabularies/VOCABULARY.md deleted file mode 100644 index 1050d59..0000000 --- a/Documentation/StandardizedVocabularies/VOCABULARY.md +++ /dev/null @@ -1,95 +0,0 @@ -*OMOP Common Data Model v5.1 Specifications* -
*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - -[Back to Table of Contents](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/TableofContents.md) -
[Back to Standardized Vocabularies](StandardizedVocabularies.md) - ---- - -# 3.2 VOCABULARY - -The VOCABULARY table includes a list of the Vocabularies collected from various sources or created de novo by the OMOP community. This reference table is populated with a single record for each Vocabulary source and includes a descriptive name and other associated attributes for the Vocabulary. - -Field|Required|Type|Description -:----|:----|:----|:----- -|vocabulary_id|Yes|varchar(20)|A unique identifier for each Vocabulary, such as ICD9CM, SNOMED, Visit.| -|vocabulary_name|Yes|varchar(255)|The name describing the vocabulary, for example "International Classification of Diseases, Ninth Revision, Clinical Modification, Volume 1 and 2 (NCHS)" etc.| -|vocabulary_reference|Yes|varchar(255)|External reference to documentation or available download of the about the vocabulary.| -|vocabulary_version|Yes|varchar(255)|Version of the Vocabulary as indicated in the source.| -|vocabulary_concept_id|Yes|integer|A foreign key that refers to a standard concept identifier in the CONCEPT table for the Vocabulary the VOCABULARY record belongs to.| - -## Conventions - - * There is one record for each Vocabulary. One Vocabulary source or vendor can issue several Vocabularies, each of them creating their own record in the VOCABULARY table. However, the choice of whether a Vocabulary contains Concepts of different Concept Classes, or when these different classes constitute separate Vocabularies cannot precisely be decided based on the definition of what constitutes a Vocabulary. For example, the ICD-9 Volume 1 and 2 codes (ICD9CM, containing predominantly conditions and some procedures and observations) and the ICD-9 Volume 3 codes (ICD9Proc, containing predominantly procedures) are realized as two different Vocabularies. On the other hand, SNOMED-CT codes of the class Condition and those of the class Procedure are part of one and the same Vocabulary. Please refer to the Standardized Vocabularies [specifications](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary) for details of each Vocabulary. - * The vocabulary_id field contains an alphanumerical identifier, that can also be used as the abbreviation of the Vocabulary name. - * The record with vocabulary_id = 'None' is reserved to contain information regarding the current version of the Entire Standardized Vocabularies. - * The vocabulary_name field contains the full official name of the Vocabulary, as well as the source or vendor in parenthesis. - * Each Vocabulary has an entry in the CONCEPT table, which is recorded in the vocabulary_concept_id field. This is for purposes of creating a closed Information Model, where all entities in the OMOP CDM are covered by a unique Concept. - * In past versions of the VOCABULARY table, the vocabulary_id used to be a numerical value. A conversion table between these old and new IDs is given below: - -Previous VOCABULARY_ID|Version 5 VOCABULARY_ID ------|----- -|0|None| -|1|[SNOMED](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:snomed)| -|2|[ICD9CM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd9cm)| -|3|ICD9Proc| -|4|[CPT4](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:cpt4)| -|5|HCPCS| -|6|[LOINC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:loinc)| -|7|NDFRT| -|8|[RxNorm](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:rxnorm)| -|9|[NDC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ndc)| -|10|GPI| -|11|[UCUM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ucum)| -|12|[Gender](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:gender)| -|13|Race| -|14|Place of Service| -|15|MedDRA| -|16|Multum| -|17|Read| -|18|OXMIS| -|19|Indication| -|20|ETC| -|21|[ATC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:atc)| -|22|Multilex| -|24|Visit| -|28|VA Product| -|31|SMQ| -|32|VA Class| -|33|Cohort| -|34|[ICD10](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10)| -|35|[ICD10PCS](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10pcs)| -|36|Drug Type| -|37|Condition Type| -|38|Procedure Type| -|39|Observation Type| -|40|DRG| -|41|MDC| -|42|APC| -|43|Revenue Code| -|44|[Ethnicity](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:ethnicity)| -|45|Death Type| -|46|[Mesh](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:mesh)| -|47|NUCC| -|48|Specialty| -|49|[LOINC](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:loinc)| -|50|SPL| -|53|Genseqno| -|54|CCS| -|55|OPCS4| -|56|Gemscript| -|57|HES Specialty| -|58|Note Type| -|59|Domain| -|60|PCORNet| -|61|Obs Period Type| -|62|Visit Type| -|63|Device Type| -|64|Meas Type| -|65|[Currency](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:currency)| -|66|Relationship| -|67|Vocabulary| -|68|Concept Class| -|69|Cohort Type| -|70|[ICD10CM](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:vocabulary:icd10cm)| \ No newline at end of file diff --git a/Documentation/StandardizedVocabularies/images/vocabulary_tables.png b/Documentation/StandardizedVocabularies/images/vocabulary_tables.png deleted file mode 100644 index 79c635a3aabe539725942896174b3ea8569f6a60..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 51772 zcmb@uby!qu7dAe0D4-x9pn!CU2#9nG(jYO!5K@vuBOPKOB}hwyGz>jMhYHf&LrTg} z(hc8+(%j^k79Yxt@!y$~UQaEJj_VAX=JUFsMItlhxDh24kg76|>lBa(WpwjvX?VqxO`TD0n+-Vd7}_ z?N}3+t-DNLs8evA$T7v)5C*4io~1_Ccpv(}4Sj#AJJNdcMXbMXm#=r21&I>g(LjA) z{tU|qJGv$GzGvv0-e9h!ZKuvURUCFXDX;^>uYg6^rowK*hqk0k)ySV%3u)V*1__Rz zBu_1y@4CuwrO%I?G?DK5*|rp`P%64Qe!$n>rIC;i+Ku=4nHG?DI*SeJz1SbV#iy&D zEMGEBU6ex$VSM=+Qv#m3^dj{+BQ`9djJr=vZChr_q 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*Authors: Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan, Clair Blacketer* -
***Release date needed*** - ---- - -# Table of Contents - -**[License](License.md)** -
-
**[1 Background](Background/Background.md)** -
[1.1 The Role of the Common Data Model](Background/TheRoleoftheCommonDataModel.md) -
[1.2 Design Principles](Background/DesignPrinciples.md) -
[1.3 Data Model Conventions](Background/DataModelConventions.md) -
-
**[2 Glossary of Terms](GlossaryofTerms.md)** -
-
**[3 Standardized Vocabularies](StandardizedVocabularies/StandardizedVocabularies.md)** -
[3.1 CONCEPT](StandardizedVocabularies/CONCEPT.md) -
[3.2 VOCABULARY](StandardizedVocabularies/VOCABULARY.md) -
[3.3 DOMAIN](StandardizedVocabularies/DOMAIN.md) -
[3.4 CONCEPT_CLASS](StandardizedVocabularies/CONCEPT_CLASS.md) -
[3.5 CONCEPT_RELATIONSHIP](StandardizedVocabularies/CONCEPT_RELATIONSHIP.md) -
[3.6 RELATIONSHIP](StandardizedVocabularies/RELATIONSHIP.md) -
[3.7 CONCEPT_SYNONYM](StandardizedVocabularies/CONCEPT_SYNONYM.md) -
[3.8 CONCEPT_ANCESTOR](StandardizedVocabularies/CONCEPT_ANCESTOR.md) -
[3.9 SOURCE_TO_CONCEPT_MAP](StandardizedVocabularies/SOURCE_TO_CONCEPT_MAP.md) -
[3.10 DRUG_STRENGTH](StandardizedVocabularies/DRUG_STRENGTH.md) -
[3.11 COHORT_DEFINITION](StandardizedVocabularies/COHORT_DEFINITION.md) -
[3.12 ATTRIBUTE_DEFINITION](StandardizedVocabularies/ATTRIBUTE_DEFINITION.md) -
-
**4 Standardized Metadata** -
4.1 CDM_SOURCE -
-
**5 Standardized Clinical Data Tables** -
5.1 PERSON -
5.2 OBSERVATION_PERIOD -
5.3 SPECIMEN -
5.4 DEATH -
5.5 VISIT_OCCURRENCE -
5.6 PROCEDURE_OCCURRENCE -
5.7 DRUG_EXPOSURE -
5.8 DEVICE_EXPOSURE -
5.9 CONDITION_OCCURRENCE -
5.10 MEASUREMENT -
5.11 NOTE -
5.12 OBSERVATION -
5.13 FACT_RELATIONSHIP -
-
**6 Standardized Health System Data Tables** -
6.1 LOCATION -
6.2 CARE_SITE -
6.3 PROVIDER -
-
**7 Standardized Health Economics Data Tables** -
7.1 PAYER_PLAN_PERIOD -
7.2 COST -
-
**8 Standardized Derived Elements** -
8.1 COHORT -
8.2 COHORT_ATTRIBUTE -
8.3 DRUG_ERA -
8.4 DOSE_ERA -
8.5 CONDITION_ERA diff --git a/Documentation/report.Rmd b/Documentation/report.Rmd deleted file mode 100644 index cfc600b..0000000 --- a/Documentation/report.Rmd +++ /dev/null @@ -1,19 +0,0 @@ ---- -title: "OMOP Common Data Model v5.1 Specifications" -author: "Christian Reich, Patrick Ryan, Rimma Belenkaya, Karthik Natarajan and Clair Blacketer" -date: "`r Sys.Date()`" -output: - pdf_document: - number_sections: yes - toc: yes -linkcolor: blue ---- - -# License - -```{r child = 'C:/Git/CommonDataModel.wiki/License.md'} -``` - -# The Role of the Common Data Model -```{r child = 'C:/Git/CommonDataModel.wiki/Background/The-Role-of-the-Common-Data-Model.md'} -``` diff --git a/Documentation/report.pdf b/Documentation/report.pdf index d344ba6804dfa6a2b64ba2d297de88c53251cf1e..86a09c0d7724cbb29e5adeabc68814cb9f407930 100644 GIT binary patch literal 1027288 zcmce;2Rv1A|2S?%HibeWS&8f3>)z{L5dx4U7JEOp%e}wWsK@_G6YqNt1kV2cSs%z%8i1tWL}BFgnA2ElWicvi!l27w1z1AI~+a}E?@kUzHG 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zh0pe9l>bsF|0qE>R}!{=)&2i?#GWcBYjH0{vBiCVonA1M8=^0VEOMY>@0uC_&dhL#*(V+iHr_p|KRWMP3#}B z{2gOv;pX~NWdCXRfpK&Hzx3t!xWxZq$Hx7?F;N|j zgJ{-2SLuJ+F)^`naQ}mm4+mK|{(&(uv9o>Tw`-^2f>ir@a2|5-0orrk#uFeARm{M!lH*;%;$=?weF z_D?RjIGEV~kt`-I4mS3GoR68AnT7Lj0Rum{U}k3jUrAu$;`k?#f0Drc4;DT!4yJ#w z@PTo1{KM%#823LM{J^+bfdAp4n~Slvow*AfA0G)o)!N7W;}aSVpyKH0M#BE@+n=<9 zg(JzIp#I!#rNu~e`B+3nC0N;5xtZA|#5g|E&mqjs$|e30j|BTieTc9Mko?~!B!6u5 gNj`2Ru5QLIZeA|t7I4h0%v{{eaFmqdiV|@D4^I7oS^xk5 From 698b2a09243c1ff7c321f5827d68c76b8ceb7539 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 16:15:34 -0400 Subject: [PATCH 72/81] Added CDM v5.1.0 pdf --- Documentation/MD_to_PDF_conversion.R | 3 +++ Documentation/OMOP_CDM_v5_1_0.pdf | Bin 0 -> 1027288 bytes 2 files changed, 3 insertions(+) create mode 100644 Documentation/MD_to_PDF_conversion.R create mode 100644 Documentation/OMOP_CDM_v5_1_0.pdf diff --git a/Documentation/MD_to_PDF_conversion.R b/Documentation/MD_to_PDF_conversion.R new file mode 100644 index 0000000..3deb963 --- /dev/null +++ b/Documentation/MD_to_PDF_conversion.R @@ -0,0 +1,3 @@ +## Run this code and point it to the .Rmd file so it can convert the markdown files on the wiki to a pdf + +rmarkdown::render(input = "C:/Git/CommonDataModel/Documentation/OMOP_CDM_PDF.Rmd", output_format = "pdf_document", output_file = "OMOP_CDM_v5_1_0.pdf") \ No newline at end of file diff --git a/Documentation/OMOP_CDM_v5_1_0.pdf b/Documentation/OMOP_CDM_v5_1_0.pdf new file mode 100644 index 0000000000000000000000000000000000000000..e722494481b4397b92376f8984b7bf2b3050e15c GIT binary patch literal 1027288 zcmce;2Rv1A|2S?%HibeWS&8f3>)z{L5dx4U7JEOp%e}wWsK@_G6YqNt1kV2cSs%z%8i1tWL}BFgnA2ElWicvi!l27w1z1AI~+a}E?@kUzHG z2EOPA-~D74_#Px1u~V{nca?0A;_{fG2RJ^cHo&oDFhk4z91HPBPTo?R z2*?grLF~%Te?cy0R2>*EXiC6aw`LDAnerAyf8^Wk5FxiSFJf2b{SP1l2>`Of7FeKk zf!Nw&84y%y%v`_=3R^($iAPb}fky7iqyIA`$UQMH-wsH2W#0b)eIQyiLB_&tw(td> zll_S$n?FY*q;3(^+^Rp}>ys69yo{|*3ml?HGG@a3SWgH#29 z2AOPA5VkMM3St<%3!Ien 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zV`KPtsy0^C&14+j6p5jlV<=dPxj6-iG)JJ#uo&<}bG!u+kH%1q$rua)kD_9TXbW>B z1`FO1u@o~Dcp>o=ECG)-c86PWy?78bYNAT(@HrH)NIcwu#}k3`Q^zYfvVs8c20s-X zE)IYf+<7w+f`%a7zt(4bIxC$n`a0S#yZF8;(RQ$^&udla;p%IeVUDR8nUuW{YmV-D z7bTrYLR6S)#(u&FHGIiyG}k$BY$w;saCzBOMOnn zVAH^0l{mg7`cS`*YZff{c-3flFQXEa1h6W?XUqNN2F#ax2>{QngX?dQA#1^U@-!C^qNT+vwf$kl{Jx zJ$kyYq%OWI4ry;&od`+JpsEEri5lOy>DcDoDN{9gP3|VgCA7}1qVHh`jsQ7r-J6p! zAx-FEUpIy3*PD_$D!qFTHu*F558(7RZC={@(Q)J4CNs6W55=NWum9r>9&T5XXOscW zWN-#z-X9yK(+bb6+;s2!8*IPy$7@-Jz8eBrG?H8=sxP@jI*xiRvOMoRe^$K}B%r0@ z5#N7KlfCg3tL};oAK*`3_tS=VJXLC*1U<8;qRm-q0HfRXo&r6 Date: Tue, 20 Jun 2017 16:24:42 -0400 Subject: [PATCH 74/81] Update README Link to github wiki and v5.1.0 pdf --- README.md | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index e525bac..e0858cf 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ Common-Data-Model ================= -v5.1 -See full CDM specification file on our [Wiki](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:cdm:single-page) or in the [CDM V5 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/OMOP%20CDM%20v5.pdf) +v5.1.0 +See full CDM specification file on our github [wiki](https://github.com/OHDSI/CommonDataModel/wiki) or in the [CDM V5.1.0 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/OMOP_CDM_v5_1_0.pdf) Release Notes ============= @@ -46,9 +46,6 @@ This version is bases on this CDM working group [proposal](http://www.ohdsi.org * note_datetime, not required ======= -This repo contains the definition of the OMOP Common Data Model. It supports the 4 SQL technologies: Impala, Oracle, Postgres and SQL Server. For each, the DDL, constraints and indexes (if appropirate) are defined. +This repo contains the definition of the OMOP Common Data Model. It supports the 4 SQL technologies: Impala, Oracle, Postgres and SQL Server. For each, the DDL, constraints and indexes (if appropriate) are defined. -Versions are defined using tagging and versioning. Full versions (V6, 7 etc.) are released irregularly after a major strategy change or use case coverage. It will be issued during an OHDSI Symposium. Major version (V5.1, 5.2 etc.) are released half yearly (1-Jul and 1-Jan). Those versions are not guaranteed to be backward compatible. Minor versions (V5.1.1, V5.1.2 etc.) are released irregularly and often, and contain small hot fixes or backward compatible changes to the last Major Version. - - -See full CDM specification file on our [Wiki](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:cdm:single-page). +Versions are defined using tagging and versioning. Full versions (V6, 7 etc.) are released each year (1-Jan) and are not backwards compatible. Minor versions (V5.1, 5.2 etc.) are released each quarter (1-Apr, 1-Jul and 1-Sep) and are guaranteed to be backwards compatible though an effort is made to make sure that current queries will not break. Micro versions (V5.1.1, V5.1.2 etc.) are released irregularly and often, and contain small hot fixes or backward compatible changes to the last minor version. From a74882edd99a34a16bede9e3794f88c9affb66ff Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 16:26:39 -0400 Subject: [PATCH 75/81] Update README title --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index e0858cf..358704e 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,6 @@ -Common-Data-Model +Common Data Model v5.1.0 ================= -v5.1.0 See full CDM specification file on our github [wiki](https://github.com/OHDSI/CommonDataModel/wiki) or in the [CDM V5.1.0 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/OMOP_CDM_v5_1_0.pdf) Release Notes From 8f8e402e5efe908531d4f91e559fcd5989d11b72 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 16:41:41 -0400 Subject: [PATCH 76/81] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 358704e..f837724 100644 --- a/README.md +++ b/README.md @@ -44,7 +44,8 @@ This version is bases on this CDM working group [proposal](http://www.ohdsi.org **NOTE** * note_datetime, not required -======= +--------- + This repo contains the definition of the OMOP Common Data Model. It supports the 4 SQL technologies: Impala, Oracle, Postgres and SQL Server. For each, the DDL, constraints and indexes (if appropriate) are defined. Versions are defined using tagging and versioning. Full versions (V6, 7 etc.) are released each year (1-Jan) and are not backwards compatible. Minor versions (V5.1, 5.2 etc.) are released each quarter (1-Apr, 1-Jul and 1-Sep) and are guaranteed to be backwards compatible though an effort is made to make sure that current queries will not break. Micro versions (V5.1.1, V5.1.2 etc.) are released irregularly and often, and contain small hot fixes or backward compatible changes to the last minor version. From f689c3a7c81ccfa18a55bc9c3024993e1c714411 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Tue, 20 Jun 2017 16:47:36 -0400 Subject: [PATCH 77/81] Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index f837724..0136e62 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ See full CDM specification file on our github [wiki](https://github.com/OHDSI/Co Release Notes ============= -This version is bases on this CDM working group [proposal](http://www.ohdsi.org/web/wiki/doku.php?id=documentation:next_cdm:time). The proposed and accepted changes include adding a datetime field to every table that had a date column. These were the new columns added: +This version is bases on this CDM working group proposal [#60](https://github.com/OHDSI/CommonDataModel/issues/60) and [#59](https://github.com/OHDSI/CommonDataModel/issues/59). The proposed and accepted changes include adding a datetime field to every table that had a date column and adding field DENOMINATOR_VALUE to the DRUG_STRENGTH table. These were the new columns added: **PERSON** * birth_datetime, not required @@ -27,6 +27,9 @@ This version is bases on this CDM working group [proposal](http://www.ohdsi.org * drug_exposure_start_datetime, not required * drug_exposure_end_datetime, not required +**DRUG_STRENGTH** +* DENOMINATOR_VALUE, not required + **DEVICE_EXPOSURE** * device_exposure_start_datetime, not required * device_exposure_end_datetime, not required From 8cfa84cddd95685d5d29ed4976b4e41c937425db Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 21 Jun 2017 08:33:42 -0400 Subject: [PATCH 78/81] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 0136e62..3d9391e 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ See full CDM specification file on our github [wiki](https://github.com/OHDSI/Co Release Notes ============= -This version is bases on this CDM working group proposal [#60](https://github.com/OHDSI/CommonDataModel/issues/60) and [#59](https://github.com/OHDSI/CommonDataModel/issues/59). The proposed and accepted changes include adding a datetime field to every table that had a date column and adding field DENOMINATOR_VALUE to the DRUG_STRENGTH table. These were the new columns added: +This version is based on this CDM working group proposal [#60](https://github.com/OHDSI/CommonDataModel/issues/60) and [#59](https://github.com/OHDSI/CommonDataModel/issues/59). The proposed and accepted changes include adding a datetime field to every table that had a date column and adding field DENOMINATOR_VALUE to the DRUG_STRENGTH table. These were the new columns added: **PERSON** * birth_datetime, not required @@ -51,4 +51,4 @@ This version is bases on this CDM working group proposal [#60](https://github.co This repo contains the definition of the OMOP Common Data Model. It supports the 4 SQL technologies: Impala, Oracle, Postgres and SQL Server. For each, the DDL, constraints and indexes (if appropriate) are defined. -Versions are defined using tagging and versioning. Full versions (V6, 7 etc.) are released each year (1-Jan) and are not backwards compatible. Minor versions (V5.1, 5.2 etc.) are released each quarter (1-Apr, 1-Jul and 1-Sep) and are guaranteed to be backwards compatible though an effort is made to make sure that current queries will not break. Micro versions (V5.1.1, V5.1.2 etc.) are released irregularly and often, and contain small hot fixes or backward compatible changes to the last minor version. +Versions are defined using tagging and versioning. Full versions (V6, 7 etc.) are released each year (1-Jan) and are not backwards compatible. Minor versions (V5.1, 5.2 etc.) are released each quarter (1-Apr, 1-Jul and 1-Sep) and are not guaranteed to be backwards compatible though an effort is made to make sure that current queries will not break. Micro versions (V5.1.1, V5.1.2 etc.) are released irregularly and often, and contain small hot fixes or backward compatible changes to the last minor version. From 2b85fca018ab7bf54377a75944e1be85cede58dc Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 21 Jun 2017 08:53:07 -0400 Subject: [PATCH 79/81] Added codeexcerpts folder --- CodeExcerpts/CodeExcerpts_README.md | 4 ++++ Documentation/report.pdf | Bin 1027288 -> 0 bytes ...OMOP_CDM_v5_1_0.pdf => OMOP_CDM_v5_1_0.pdf | Bin 3 files changed, 4 insertions(+) create mode 100644 CodeExcerpts/CodeExcerpts_README.md delete mode 100644 Documentation/report.pdf rename Documentation/OMOP_CDM_v5_1_0.pdf => OMOP_CDM_v5_1_0.pdf (100%) diff --git a/CodeExcerpts/CodeExcerpts_README.md b/CodeExcerpts/CodeExcerpts_README.md new file mode 100644 index 0000000..229198e --- /dev/null +++ b/CodeExcerpts/CodeExcerpts_README.md @@ -0,0 +1,4 @@ +# Code Excerpts Readme +-------- + +This folder is intended to house useful code excerpts related to the common data model, e.g. code for building the *_ERA tables. 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Changed file path to output file so it won't be hidden in the documentation folder. --- Documentation/MD_to_PDF_conversion.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Documentation/MD_to_PDF_conversion.R b/Documentation/MD_to_PDF_conversion.R index 3deb963..b42f0e5 100644 --- a/Documentation/MD_to_PDF_conversion.R +++ b/Documentation/MD_to_PDF_conversion.R @@ -1,3 +1,3 @@ ## Run this code and point it to the .Rmd file so it can convert the markdown files on the wiki to a pdf -rmarkdown::render(input = "C:/Git/CommonDataModel/Documentation/OMOP_CDM_PDF.Rmd", output_format = "pdf_document", output_file = "OMOP_CDM_v5_1_0.pdf") \ No newline at end of file +rmarkdown::render(input = "C:/Git/CommonDataModel/Documentation/OMOP_CDM_PDF.Rmd", output_format = "pdf_document", output_file = "C:/Git/CommonDataModel/OMOP_CDM_v5_1_0.pdf") From d536b8086d9aea7dc0725fd5617f083b86771388 Mon Sep 17 00:00:00 2001 From: clairblacketer Date: Wed, 21 Jun 2017 10:36:23 -0400 Subject: [PATCH 81/81] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3d9391e..51ed474 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ Common Data Model v5.1.0 ================= -See full CDM specification file on our github [wiki](https://github.com/OHDSI/CommonDataModel/wiki) or in the [CDM V5.1.0 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/Documentation/OMOP_CDM_v5_1_0.pdf) +See full CDM specification file on our github [wiki](https://github.com/OHDSI/CommonDataModel/wiki) or in the [CDM V5.1.0 PDF](https://github.com/OHDSI/CommonDataModel/blob/master/OMOP_CDM_v5_1_0.pdf) Release Notes =============

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