717 lines
17 KiB
SQL
717 lines
17 KiB
SQL
/*********************************************************************************
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# Copyright 2014-6 Observational Health Data Sciences and Informatics
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#
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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********************************************************************************/
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/************************
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####### # # ####### ###### ##### ###### # # ####### #####
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# # ## ## # # # # # # # # ## ## # # # # #
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# # # # # # # # # # # # # # # # # # # # #
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# # # # # # # ###### # # # # # # # # ###### #####
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# # # # # # # # # # # # # # # ### #
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# # # # # # # # # # # # # # # # # ### #
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####### # # ####### # ##### ###### # # ## ##### ### #######
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script to create OMOP common data model, version 5.2 for Hadoop (Hive/Impala) database
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Based on the PostgreSQL version, with the following changes:
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* NULL/NOT NULL is not used.
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* Dates are stored as VARCHAR(8). See http://stackoverflow.com/questions/33024309/convert-yyyymmdd-string-to-date-in-impala for how to treat date columns as dates.
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* PostgreSQL NUMERIC is stored as DOUBLE for amounts, and DECIMAL(19,4) for prices.
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* PostgreSQL TEXT is stored as STRING.
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*************************/
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/************************
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Standardized vocabulary
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************************/
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CREATE TABLE concept (
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concept_id INTEGER,
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concept_name VARCHAR(255),
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domain_id VARCHAR(20),
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vocabulary_id VARCHAR(20),
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concept_class_id VARCHAR(20),
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standard_concept CHAR(1),
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concept_code VARCHAR(50),
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valid_start_date VARCHAR(8), -- DATE
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valid_end_date VARCHAR(8), -- DATE
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invalid_reason CHAR(1)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE vocabulary (
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vocabulary_id VARCHAR(20),
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vocabulary_name VARCHAR(255),
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vocabulary_reference VARCHAR(255),
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vocabulary_version VARCHAR(255),
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vocabulary_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE domain (
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domain_id VARCHAR(20),
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domain_name VARCHAR(255),
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domain_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE concept_class (
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concept_class_id VARCHAR(20),
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concept_class_name VARCHAR(255),
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concept_class_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE concept_relationship (
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concept_id_1 INTEGER,
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concept_id_2 INTEGER,
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relationship_id VARCHAR(20),
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valid_start_date VARCHAR(8), -- DATE
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valid_end_date VARCHAR(8), -- DATE
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invalid_reason CHAR(1)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE relationship (
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relationship_id VARCHAR(20),
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relationship_name VARCHAR(255),
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is_hierarchical CHAR(1),
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defines_ancestry CHAR(1),
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reverse_relationship_id VARCHAR(20),
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relationship_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE concept_synonym (
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concept_id INTEGER,
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concept_synonym_name VARCHAR(1000),
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language_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE concept_ancestor (
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ancestor_concept_id INTEGER,
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descendant_concept_id INTEGER,
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min_levels_of_separation INTEGER,
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max_levels_of_separation INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE source_to_concept_map (
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source_code VARCHAR(50),
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source_concept_id INTEGER,
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source_vocabulary_id VARCHAR(20),
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source_code_description VARCHAR(255),
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target_concept_id INTEGER,
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target_vocabulary_id VARCHAR(20),
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valid_start_date VARCHAR(8), -- DATE
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valid_end_date VARCHAR(8), -- DATE
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invalid_reason CHAR(1)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE drug_strength (
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drug_concept_id INTEGER,
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ingredient_concept_id INTEGER,
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amount_value DOUBLE, -- NUMERIC
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amount_unit_concept_id INTEGER,
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numerator_value DOUBLE, -- NUMERIC
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numerator_unit_concept_id INTEGER,
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denominator_value DOUBLE, -- NUMERIC
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denominator_unit_concept_id INTEGER,
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box_size INTEGER,
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valid_start_date VARCHAR(8), -- DATE
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valid_end_date VARCHAR(8), -- DATE
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invalid_reason CHAR(1)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY '\t'
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE cohort_definition (
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cohort_definition_id INTEGER,
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cohort_definition_name VARCHAR(255),
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cohort_definition_description STRING, -- TEXT
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definition_type_concept_id INTEGER,
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cohort_definition_syntax STRING, -- TEXT
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subject_concept_id INTEGER,
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cohort_initiation_date VARCHAR(8) -- DATE
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)
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;
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CREATE TABLE attribute_definition (
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attribute_definition_id INTEGER,
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attribute_name VARCHAR(255),
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attribute_description STRING, -- TEXT
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attribute_type_concept_id INTEGER,
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attribute_syntax STRING -- TEXT
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)
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;
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/**************************
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Standardized meta-data
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***************************/
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CREATE TABLE cdm_source
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(
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cdm_source_name VARCHAR(255),
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cdm_source_abbreviation VARCHAR(25),
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cdm_holder VARCHAR(255),
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source_description STRING, -- TEXT
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source_documentation_reference VARCHAR(255),
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cdm_etl_reference VARCHAR(255),
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source_release_date VARCHAR(8), -- DATE
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cdm_release_date VARCHAR(8), -- DATE
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cdm_version VARCHAR(10),
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vocabulary_version VARCHAR(20)
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)
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;
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/************************
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Standardized clinical data
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************************/
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CREATE TABLE person (
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person_id INTEGER,
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gender_concept_id INTEGER,
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year_of_birth INTEGER,
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month_of_birth INTEGER,
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day_of_birth INTEGER,
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birth_datetime VARCHAR(10),
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race_concept_id INTEGER,
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ethnicity_concept_id INTEGER,
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location_id INTEGER,
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provider_id INTEGER,
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care_site_id INTEGER,
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person_source_value VARCHAR(50),
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gender_source_value VARCHAR(50),
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gender_source_concept_id INTEGER,
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race_source_value VARCHAR(50),
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race_source_concept_id INTEGER,
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ethnicity_source_value VARCHAR(50),
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ethnicity_source_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE observation_period (
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observation_period_id INTEGER,
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person_id INTEGER,
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observation_period_start_date VARCHAR(8), -- DATE
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observation_period_end_date VARCHAR(8), -- DATE
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period_type_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE specimen (
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specimen_id INTEGER,
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person_id INTEGER,
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specimen_concept_id INTEGER,
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specimen_type_concept_id INTEGER,
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specimen_date VARCHAR(8), -- DATE
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specimen_datetime VARCHAR(10),
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quantity DOUBLE, -- NUMERIC
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unit_concept_id INTEGER,
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anatomic_site_concept_id INTEGER,
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disease_status_concept_id INTEGER,
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specimen_source_id VARCHAR(50),
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specimen_source_value VARCHAR(50),
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unit_source_value VARCHAR(50),
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anatomic_site_source_value VARCHAR(50),
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disease_status_source_value VARCHAR(50)
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)
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;
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CREATE TABLE death (
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person_id INTEGER,
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death_date VARCHAR(8), -- DATE
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death_type_concept_id INTEGER,
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cause_concept_id INTEGER,
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cause_source_value VARCHAR(50),
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cause_source_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE visit_occurrence (
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visit_occurrence_id INTEGER,
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person_id INTEGER,
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visit_concept_id INTEGER,
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visit_start_date VARCHAR(8), -- DATE
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visit_start_datetime VARCHAR(10),
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visit_end_date VARCHAR(8), -- DATE
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visit_end_datetime VARCHAR(10),
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visit_type_concept_id INTEGER,
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provider_id INTEGER,
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care_site_id INTEGER,
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visit_source_value VARCHAR(50),
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visit_source_concept_id INTEGER,
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admitting_source_concept_id INTEGER,
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admitting_source_value VARCHAR(50),
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discharge_to_concept_id INTEGER,
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discharge_to_source_value VARCHAR(50),
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preceding_visit_occurrence_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE procedure_occurrence (
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procedure_occurrence_id INTEGER,
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person_id INTEGER,
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procedure_concept_id INTEGER,
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procedure_date VARCHAR(8), -- DATE
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procedure_type_concept_id INTEGER,
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modifier_concept_id INTEGER,
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quantity INTEGER,
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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procedure_source_value VARCHAR(50),
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procedure_source_concept_id INTEGER,
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qualifier_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE drug_exposure (
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drug_exposure_id INTEGER,
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person_id INTEGER,
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drug_concept_id INTEGER,
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drug_exposure_start_date VARCHAR(8), -- DATE
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drug_exposure_end_date VARCHAR(8), -- DATE
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verbatim_end_date VARCHAR(8), --DATE
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drug_type_concept_id INTEGER,
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stop_reason VARCHAR(20),
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refills INTEGER,
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quantity DOUBLE, -- NUMERIC
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days_supply INTEGER,
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sig STRING, -- TEXT
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route_concept_id INTEGER,
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lot_number VARCHAR(50),
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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drug_source_value VARCHAR(50),
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drug_source_concept_id INTEGER,
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route_source_value VARCHAR(50),
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dose_unit_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE device_exposure (
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device_exposure_id INTEGER,
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person_id INTEGER,
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device_concept_id INTEGER,
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device_exposure_start_date VARCHAR(8), -- DATE
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device_exposure_end_date VARCHAR(8), -- DATE
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device_type_concept_id INTEGER,
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unique_device_id VARCHAR(50),
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quantity INTEGER,
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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device_source_value VARCHAR(100),
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device_source_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE condition_occurrence (
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condition_occurrence_id INTEGER,
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person_id INTEGER,
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condition_concept_id INTEGER,
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condition_start_date VARCHAR(8), -- DATE
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condition_end_date VARCHAR(8), -- DATE
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condition_type_concept_id INTEGER,
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stop_reason VARCHAR(20),
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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condition_source_value VARCHAR(50),
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condition_source_concept_id INTEGER,
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condition_status_source_value VARCHAR(50),
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condition_status_concept_id INTEGER
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE measurement (
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measurement_id INTEGER,
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person_id INTEGER,
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measurement_concept_id INTEGER,
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measurement_date VARCHAR(8), -- DATE
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measurement_datetime VARCHAR(10),
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measurement_type_concept_id INTEGER,
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operator_concept_id INTEGER,
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value_as_number DOUBLE, -- NUMERIC
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value_as_concept_id INTEGER,
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unit_concept_id INTEGER,
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range_low DOUBLE, -- NUMERIC
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range_high DOUBLE, -- NUMERIC
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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measurement_source_value VARCHAR(50),
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measurement_source_concept_id INTEGER,
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unit_source_value VARCHAR(50),
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value_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE note (
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note_id INTEGER,
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person_id INTEGER,
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note_date VARCHAR(8), -- DATE
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note_datetime VARCHAR(10),
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note_type_concept_id INTEGER,
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note_class_concept_id INTEGER,
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note_title VARCHAR(250),
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note_text STRING, -- TEXT
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encoding_concept_id INTEGER,
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language_concept_id INTEGER,
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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note_source_value VARCHAR(50)
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)
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;
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CREATE TABLE note_nlp (
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note_nlp_id BIGINT,
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note_id INTEGER,
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section_concept_id INTEGER,
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snippet VARCHAR(250),
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offset VARCHAR(250),
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lexical_variant VARCHAR(250),
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note_nlp_concept_id INTEGER,
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note_nlp_source_concept_id INTEGER,
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nlp_system VARCHAR(250),
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nlp_date VARCHAR(8),
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nlp_datetime VARCHAR(10),
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term_exists CHAR(1),
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term_temporal VARCHAR(50),
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term_modifiers VARCHAR(2000)
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)
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;
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CREATE TABLE observation (
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observation_id INTEGER,
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person_id INTEGER,
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observation_concept_id INTEGER,
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observation_date VARCHAR(8), -- DATE
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observation_datetime VARCHAR(10),
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observation_type_concept_id INTEGER,
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value_as_number DOUBLE, -- NUMERIC
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value_as_string VARCHAR(60),
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value_as_concept_id INTEGER,
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qualifier_concept_id INTEGER,
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unit_concept_id INTEGER,
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provider_id INTEGER,
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visit_occurrence_id INTEGER,
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observation_source_value VARCHAR(50),
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observation_source_concept_id INTEGER,
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unit_source_value VARCHAR(50),
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qualifier_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE fact_relationship (
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domain_concept_id_1 INTEGER,
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fact_id_1 INTEGER,
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domain_concept_id_2 INTEGER,
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fact_id_2 INTEGER,
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relationship_concept_id INTEGER
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)
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;
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/************************
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Standardized health system data
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************************/
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CREATE TABLE `location` (
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location_id INTEGER,
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address_1 VARCHAR(50),
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address_2 VARCHAR(50),
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city VARCHAR(50),
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state CHAR(2),
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zip VARCHAR(9),
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county VARCHAR(20),
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location_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE care_site (
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care_site_id INTEGER,
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care_site_name VARCHAR(255),
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place_of_service_concept_id INTEGER,
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location_id INTEGER,
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care_site_source_value VARCHAR(50),
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place_of_service_source_value VARCHAR(50)
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)
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ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
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TBLPROPERTIES ("skip.header.line.count"="1")
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;
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CREATE TABLE provider (
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provider_id INTEGER,
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provider_name VARCHAR(255),
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NPI VARCHAR(20),
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DEA VARCHAR(20),
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specialty_concept_id INTEGER,
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care_site_id INTEGER,
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|
year_of_birth INTEGER,
|
|
gender_concept_id INTEGER,
|
|
provider_source_value VARCHAR(50),
|
|
specialty_source_value VARCHAR(50),
|
|
specialty_source_concept_id INTEGER,
|
|
gender_source_value VARCHAR(50),
|
|
gender_source_concept_id INTEGER
|
|
)
|
|
ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
|
|
TBLPROPERTIES ("skip.header.line.count"="1")
|
|
;
|
|
|
|
|
|
|
|
|
|
/************************
|
|
|
|
Standardized health economics
|
|
|
|
************************/
|
|
|
|
|
|
CREATE TABLE payer_plan_period (
|
|
payer_plan_period_id INTEGER,
|
|
person_id INTEGER,
|
|
payer_plan_period_start_date VARCHAR(8), -- DATE
|
|
payer_plan_period_end_date VARCHAR(8), -- DATE
|
|
payer_source_value VARCHAR (50),
|
|
plan_source_value VARCHAR (50),
|
|
family_source_value VARCHAR (50)
|
|
)
|
|
;
|
|
|
|
|
|
CREATE TABLE cost (
|
|
cost_id INTEGER,
|
|
cost_event_id INTEGER,
|
|
cost_domain_id VARCHAR(20),
|
|
cost_type_concept_id INTEGER,
|
|
currency_concept_id INTEGER,
|
|
total_charge DECIMAL(19,4), -- NUMERIC
|
|
total_cost DECIMAL(19,4), -- NUMERIC
|
|
total_paid DECIMAL(19,4), -- NUMERIC
|
|
paid_by_payer DECIMAL(19,4), -- NUMERIC
|
|
paid_by_patient DECIMAL(19,4), -- NUMERIC
|
|
paid_patient_copay DECIMAL(19,4), -- NUMERIC
|
|
paid_patient_coinsurance DECIMAL(19,4), -- NUMERIC
|
|
paid_patient_deductible DECIMAL(19,4), -- NUMERIC
|
|
paid_by_primary DECIMAL(19,4), -- NUMERIC
|
|
paid_ingredient_cost DECIMAL(19,4), -- NUMERIC
|
|
paid_dispensing_fee DECIMAL(19,4), -- NUMERIC
|
|
payer_plan_period_id INTEGER,
|
|
amount_allowed DECIMAL(19,4), -- NUMERIC
|
|
revenue_code_concept_id INTEGER,
|
|
reveue_code_source_value VARCHAR(50),
|
|
drg_concept_id INTEGER,
|
|
drg_source_value CHAR(3)
|
|
)
|
|
;
|
|
|
|
|
|
|
|
|
|
|
|
/************************
|
|
|
|
Standardized derived elements
|
|
|
|
************************/
|
|
|
|
CREATE TABLE cohort (
|
|
cohort_definition_id INTEGER,
|
|
subject_id INTEGER,
|
|
cohort_start_date VARCHAR(8), -- DATE
|
|
cohort_end_date VARCHAR(8) -- DATE
|
|
)
|
|
;
|
|
|
|
|
|
CREATE TABLE cohort_attribute (
|
|
cohort_definition_id INTEGER,
|
|
cohort_start_date VARCHAR(8), -- DATE
|
|
cohort_end_date VARCHAR(8), -- DATE
|
|
subject_id INTEGER,
|
|
attribute_definition_id INTEGER,
|
|
value_as_number DOUBLE, -- NUMERIC
|
|
value_as_concept_id INTEGER
|
|
)
|
|
;
|
|
|
|
|
|
|
|
|
|
CREATE TABLE drug_era (
|
|
drug_era_id INTEGER,
|
|
person_id INTEGER,
|
|
drug_concept_id INTEGER,
|
|
drug_era_start_date VARCHAR(8), -- DATE
|
|
drug_era_end_date VARCHAR(8), -- DATE
|
|
drug_exposure_count INTEGER,
|
|
gap_days INTEGER
|
|
)
|
|
ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
|
|
TBLPROPERTIES ("skip.header.line.count"="1")
|
|
;
|
|
|
|
|
|
CREATE TABLE dose_era (
|
|
dose_era_id INTEGER,
|
|
person_id INTEGER,
|
|
drug_concept_id INTEGER,
|
|
unit_concept_id INTEGER,
|
|
dose_value DOUBLE, -- NUMERIC
|
|
dose_era_start_date VARCHAR(8), -- DATE
|
|
dose_era_end_date VARCHAR(8) -- DATE
|
|
)
|
|
;
|
|
|
|
|
|
|
|
|
|
CREATE TABLE condition_era (
|
|
condition_era_id INTEGER,
|
|
person_id INTEGER,
|
|
condition_concept_id INTEGER,
|
|
condition_era_start_date VARCHAR(8), -- DATE
|
|
condition_era_end_date VARCHAR(8), -- DATE
|
|
condition_occurrence_count INTEGER
|
|
)
|
|
ROW FORMAT DELIMITED FIELDS TERMINATED BY ','
|
|
TBLPROPERTIES ("skip.header.line.count"="1")
|
|
;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|