/********************************************************************************* # 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;