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PostgreSQL v4 CDM condition_era builder
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| -------------------------------------------------------------------------------------------------------------- | |
| ---Adapted to PostgreSQL condition_era from Pure SQL drug_era written by Chris_Knoll: https://gist.github.com/chrisknoll/c820cc12d833db2e3d1e | |
| ---INTERVAL set to 30 days | |
| ---Chris Knoll's comments are after two dashes | |
| ---Taylor Delehanty's comments are after three dashes | |
| ---proper schema name needs to replace "<schema>" in the code | |
| -------------------------------------------------------------------------------------------------------------- | |
| TRUNCATE <schema>.condition_era; | |
| WITH cteConditionTarget (condition_occurrence_id, person_id, condition_concept_id, condition_type_concept_id, condition_start_date, condition_end_date) AS | |
| ( | |
| SELECT co.condition_occurrence_id, co.person_id, co.condition_concept_id, co.condition_type_concept_id, co.condition_start_date, | |
| COALESCE(NULLIF(co.condition_end_date, NULL), condition_start_date + INTERVAL '1 day') AS condition_end_date | |
| FROM <schema>.condition_occurrence co | |
| ), | |
| -------------------------------------------------------------------------------------------------------------- | |
| cteEndDates (person_id, condition_concept_id, end_date) AS -- the magic | |
| ( | |
| SELECT person_id, condition_concept_id, event_date - INTERVAL '30 days' AS end_date -- unpad the end date | |
| FROM | |
| ( | |
| SELECT person_id, condition_concept_id, event_date, event_type, | |
| MAX(start_ordinal) OVER (PARTITION BY person_id, condition_concept_id ORDER BY event_date, event_type ROWS UNBOUNDED PRECEDING) AS start_ordinal, -- this pulls the current START down from the prior rows so that the NULLs from the END DATES will contain a value we can compare with | |
| 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 + INTERVAL '30 days', 1 AS event_type, NULL | |
| FROM cteConditionTarget | |
| ) RAWDATA | |
| ) e | |
| WHERE (2 * e.start_ordinal) - e.overall_ord = 0 | |
| ), | |
| -------------------------------------------------------------------------------------------------------------- | |
| cteConditionEnds (person_id, condition_concept_id, condition_type_concept_id, condition_start_date, era_end_date) AS | |
| ( | |
| SELECT | |
| c.person_id, | |
| c.condition_concept_id, | |
| c.condition_type_concept_id, | |
| c.condition_start_date, | |
| MIN(e.end_date) AS era_end_date | |
| FROM cteConditionTarget c | |
| JOIN cteEndDates 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.condition_occurrence_id, | |
| c.person_id, | |
| c.condition_concept_id, | |
| c.condition_type_concept_id, | |
| c.condition_start_date | |
| ) | |
| -------------------------------------------------------------------------------------------------------------- | |
| INSERT INTO <schema>.condition_era(person_id, condition_concept_id, condition_era_start_date, condition_era_end_date, condition_type_concept_id, condition_occurrence_count) | |
| SELECT person_id, condition_concept_id, MIN(condition_start_date) AS condition_era_start_date, era_end_date AS condition_era_end_date, condition_type_concept_id, COUNT(*) AS condition_occurrence_count | |
| FROM cteConditionEnds | |
| GROUP BY person_id, condition_concept_id, condition_type_concept_id, era_end_date | |
| ORDER BY person_id, condition_concept_id | |
| ; |
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