From d74059fd673ac1f45dc1fbb7a3dffcc3c1440371 Mon Sep 17 00:00:00 2001 From: Admin_mschuemi Date: Fri, 17 May 2024 03:39:06 -0400 Subject: [PATCH 01/11] Testing possible hashing scheme for postcoordinated concepts --- extras/TestHashForPostcoordinatedConcepts.R | 139 ++++++++++++++++++++ 1 file changed, 139 insertions(+) create mode 100644 extras/TestHashForPostcoordinatedConcepts.R diff --git a/extras/TestHashForPostcoordinatedConcepts.R b/extras/TestHashForPostcoordinatedConcepts.R new file mode 100644 index 00000000..4c1ddf84 --- /dev/null +++ b/extras/TestHashForPostcoordinatedConcepts.R @@ -0,0 +1,139 @@ +# Get all possible concept IDs from the vocabulary ----------------------------- +connectionDetails = DatabaseConnector::createConnectionDetails( + dbms = "redshift", + connectionString = keyring::key_get("redShiftConnectionStringOhdaJmdc"), + user = keyring::key_get("redShiftUserName"), + password = keyring::key_get("redShiftPassword") +) +cdmDatabaseSchema <- "cdm_jmdc_v2906" + +connection <- DatabaseConnector::connect(connectionDetails) +sql <- " +SELECT concept_id +FROM @cmd_database_Schema.concept +WHERE standard_concept = 'S' +{@domain_id != ''} ? { + AND domain_id = '@domain_id' +};" +observationConceptIds <- DatabaseConnector::renderTranslateQuerySql( + connection = connection, + sql = sql, + cmd_database_Schema = cdmDatabaseSchema, + domain_id = "Observation" +) +observationConceptIds <- observationConceptIds[, 1] + +conceptIds <- DatabaseConnector::renderTranslateQuerySql( + connection = connection, + sql = sql, + cmd_database_Schema = cdmDatabaseSchema, + domain_id = "" +) +conceptIds <- conceptIds[, 1] + +measurementConceptIds <- DatabaseConnector::renderTranslateQuerySql( + connection = connection, + sql = sql, + cmd_database_Schema = cdmDatabaseSchema, + domain_id = "Measurement" +) +measurementConceptIds <- measurementConceptIds[, 1] + +measurementValueConceptIds <- DatabaseConnector::renderTranslateQuerySql( + connection = connection, + sql = sql, + cmd_database_Schema = cdmDatabaseSchema, + domain_id = "Meas Value" +) +measurementValueConceptIds <- measurementValueConceptIds[, 1] +DatabaseConnector::disconnect(connection) + +# Get universe of observed concept IDs in OHDSI -------------------------------- +connectionDetails = DatabaseConnector::createConnectionDetails( + dbms = "postgresql", + server = paste(Sys.getenv("phoebedbServer"), + Sys.getenv("phoebedb"), + sep = "/"), + user = Sys.getenv("phoebedbUser"), + password = Sys.getenv("phoebedbPw") +) +connection <- DatabaseConnector::connect(connectionDetails) +sql <- "SELECT concept_id FROM concept_prevalence.universe;" +universeConceptIds <- DatabaseConnector::renderTranslateQuerySql( + connection = connection, + sql = sql +) +universeConceptIds <- universeConceptIds[, 1] +DatabaseConnector::disconnect(connection) + +# Evaluate number of collisions with various settings -------------------------- +hash <- function(value, bits) { + power <- 2^bits + return(bitwAnd(bitwXor(value, value / power), power-1)) +} + +evaluateBitSizes <- function(bits1, bits2, restrictToUniverse) { + if (restrictToUniverse) { + conceptIdsO1 <- intersect(observationConceptIds, universeConceptIds) + conceptIdsO2 <- intersect(conceptIds, universeConceptIds) + conceptIdsM1 <- intersect(measurementConceptIds, universeConceptIds) + # Measurement values were not included in concept prevalence study: + conceptIdsM2 <- measurementValueConceptIds + } else { + conceptIdsO1 <- observationConceptIds + conceptIdsO2 <- conceptIds + conceptIdsM1 <- measurementConceptIds + conceptIdsM2 <- measurementValueConceptIds + } + hashCodesO1 <- hash(conceptIdsO1, bits1) + hashCodesO2 <- hash(conceptIdsO2, bits2) + hashCodesM1 <- hash(conceptIdsM1, bits1) + hashCodesM2 <- hash(conceptIdsM2, bits2) + # Not enough memory to hold all combinations of O1 and O2 or M1 and M2, so sampling: + hashCodesO <- expand.grid(sample(hashCodesO1, min(1000, length(hashCodesO1))), sample(hashCodesO2, min(1000, length(hashCodesO2)))) + hashCodesO <- hashCodesO[, 1] * 2 ^ bits2 + hashCodesO[, 2] + hashCodesM <- expand.grid(sample(hashCodesM1, min(1000, length(hashCodesM1))), sample(hashCodesM2, min(1000, length(hashCodesM2)))) + hashCodesM <- hashCodesM[, 1] * 2 ^ bits2 + hashCodesM[, 2] + writeLines(sprintf("Collision percents: O1: %0.2f%%, O2: %0.2f%%, O1&O2: %0.2f%%, M1: %0.2f%%, M2: %0.2f%%, M1&M2: %0.2f%%", + 100 * mean(duplicated(hashCodesO1)), + 100 * mean(duplicated(hashCodesO2)), + 100 * mean(duplicated(hashCodesO)), + 100 * mean(duplicated(hashCodesM1)), + 100 * mean(duplicated(hashCodesM2)), + 100 * mean(duplicated(hashCodesM)))) +} + +evaluateBitSizes(21, 21, FALSE) +# Collision percents: O1: 1.92%, O2: 46.31%, O1&O2: 0.00%, M1: 4.04%, M2: 0.03%, M1&M2: 0.00% + +evaluateBitSizes(21, 21, TRUE) +# Collision percents: O1: 0.00%, O2: 0.45%, O1&O2: 0.00%, M1: 0.00%, M2: 0.03%, M1&M2: 0.00% + +evaluateBitSizes(18, 24, FALSE) +# Collision percents: O1: 17.19%, O2: 9.11%, O1&O2: 0.10%, M1: 30.19%, M2: 0.00%, M1&M2: 0.20% + +evaluateBitSizes(18, 24, TRUE) +# Collision percents: O1: 0.00%, O2: 0.00%, O1&O2: 0.00%, M1: 0.00%, M2: 0.00%, M1&M2: 0.00% + +# Demonstration in RSQLite ----------------------------------------------------- +connection <- DatabaseConnector::connect(dbms = "sqlite", server = ":memory:") + +# For reference: +hash(380844, 18) * 2^21 + hash(2821462, 21) +# [1] 248934763863 + +# XOR not available in SQLite, but can implement using (a|b)-(a&b) +# 2^18 = 262144 +# 2^21 = 2097152 +sql <- " +SELECT (((a | a/262144) - (a & a/262144)) & 262143)*2097152 + + (((b | b/2097152) - (b & b/2097152)) & 2097151) AS covariate_id +FROM ( + SELECT 380844 AS a, + 2821462 AS b +) tmp; +" +DatabaseConnector::renderTranslateQuerySql(connection, sql) +# # COVARIATE_ID +# 1 248934763863 +DatabaseConnector::disconnect(connection) From 0686d0b088bdfc6a5a53a04dae29a684226588fa Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 09:18:56 +0200 Subject: [PATCH 02/11] Initial implementation of post-coordinated concept features --- R/DefaultCovariateSettings.R | 42 +++- R/DefaultTemporalCovariateSettings.R | 16 +- inst/csv/PrespecAnalyses.csv | 222 +++++++++--------- inst/csv/PrespecTemporalAnalyses.csv | 86 +++---- inst/sql/sql_server/MeasObsValueAsConcept.sql | 161 +++++++++++++ man/createCovariateSettings.Rd | 50 +++- man/createTemporalCovariateSettings.Rd | 16 +- 7 files changed, 437 insertions(+), 156 deletions(-) create mode 100644 inst/sql/sql_server/MeasObsValueAsConcept.sql diff --git a/R/DefaultCovariateSettings.R b/R/DefaultCovariateSettings.R index 938f5004..c21f2f82 100644 --- a/R/DefaultCovariateSettings.R +++ b/R/DefaultCovariateSettings.R @@ -269,6 +269,18 @@ #' measurements are below, within, or above #' normal range in the short term window. #' (analysis ID 712) +#' @param useMeasurementValueAsConceptAnyTimePrior One covariate per measurement-value +#' concept combination any time prior to +#' index. (analysis ID 713) +#' @param useMeasurementValueAsConceptLongTerm One covariate per measurement-value +#' concept combination in the long term +#' window. (analysis ID 714) +#' @param useMeasurementValueAsConceptMediumTerm One covariate per measurement-value +#' concept combination in the medium term +#' window. (analysis ID 715) +#' @param useMeasurementValueAsConceptShortTerm One covariate per measurement-value +#' concept combination in the short term +#' window. (analysis ID 716) #' @param useObservationAnyTimePrior One covariate per observation in the #' observation table any time prior to #' index. (analysis ID 801) @@ -281,6 +293,18 @@ #' @param useObservationShortTerm One covariate per observation in the #' observation table in the short term #' window. (analysis ID 804) +#' @param useObservationValueAsConceptAnyTimePrior One covariate per observation-value +#' concept combination any time prior to +#' index. (analysis ID 805) +#' @param useObservationValueAsConceptLongTerm One covariate per observation-value +#' concept combination in the long term +#' window. (analysis ID 806) +#' @param useObservationValueAsConceptMediumTerm One covariate per observation-value +#' concept combination in the medium term +#' window. (analysis ID 807) +#' @param useObservationValueAsConceptShortTerm One covariate per observation-value +#' concept combination in the short term +#' window. (analysis ID 808) #' @param useCharlsonIndex The Charlson comorbidity index (Romano #' adaptation) using all conditions prior #' to the window end. (analysis ID 901) @@ -455,11 +479,19 @@ #' useMeasurementRangeGroupAnyTimePrior = FALSE, #' useMeasurementRangeGroupLongTerm = TRUE, #' useMeasurementRangeGroupMediumTerm = FALSE, -#' useMeasurementRangeGroupShortTerm = FALSE, +#' useMeasurementRangeGroupShortTerm = TRUE, +#' useMeasurementValueAsConceptAnyTimePrior = FALSE, +#' useMeasurementValueAsConceptLongTerm = TRUE, +#' useMeasurementValueAsConceptMediumTerm = FALSE, +#' useMeasurementValueAsConceptShortTerm = TRUE, #' useObservationAnyTimePrior = FALSE, #' useObservationLongTerm = TRUE, #' useObservationMediumTerm = FALSE, #' useObservationShortTerm = TRUE, +#' useObservationValueAsConceptAnyTimePrior = FALSE, +#' useObservationValueAsConceptLongTerm = TRUE, +#' useObservationValueAsConceptMediumTerm = FALSE, +#' useObservationValueAsConceptShortTerm = TRUE, #' useCharlsonIndex = TRUE, #' useDcsi = TRUE, #' useChads2 = TRUE, @@ -574,10 +606,18 @@ createCovariateSettings <- function(useDemographicsGender = FALSE, useMeasurementRangeGroupLongTerm = FALSE, useMeasurementRangeGroupMediumTerm = FALSE, useMeasurementRangeGroupShortTerm = FALSE, + useMeasurementValueAsConceptAnyTimePrior = FALSE, + useMeasurementValueAsConceptLongTerm = FALSE, + useMeasurementValueAsConceptMediumTerm = FALSE, + useMeasurementValueAsConceptShortTerm = FALSE, useObservationAnyTimePrior = FALSE, useObservationLongTerm = FALSE, useObservationMediumTerm = FALSE, useObservationShortTerm = FALSE, + useObservationValueAsConceptAnyTimePrior = FALSE, + useObservationValueAsConceptLongTerm = FALSE, + useObservationValueAsConceptMediumTerm = FALSE, + useObservationValueAsConceptShortTerm = FALSE, useCharlsonIndex = FALSE, useDcsi = FALSE, useChads2 = FALSE, diff --git a/R/DefaultTemporalCovariateSettings.R b/R/DefaultTemporalCovariateSettings.R index 6f6bc5c3..9b57662e 100644 --- a/R/DefaultTemporalCovariateSettings.R +++ b/R/DefaultTemporalCovariateSettings.R @@ -69,8 +69,8 @@ #' the drug_era table starting in the time window. #' (analysis ID 403) #' @param useDrugEraGroupOverlap One covariate per drug rolled up to ATC groups in -#' the drug_era table overlapping with any part of -#' the time window. (analysis ID 404) +#' the drug_era table overlapping with any part of the +#' time window. (analysis ID 404) #' @param useProcedureOccurrence One covariate per procedure in the #' procedure_occurrence table in the time window. #' (analysis ID 501) @@ -85,8 +85,14 @@ #' @param useMeasurementRangeGroup Covariates indicating whether measurements are #' below, within, or above normal range within the time #' period. (analysis ID 703) +#' @param useMeasurementValueAsConcept One covariate per measurement-value concept +#' combination within the time period. (analysis ID +#' 704) #' @param useObservation One covariate per observation in the observation #' table in the time window. (analysis ID 801) +#' @param useObservationValueAsConcept One covariate per observation-value concept +#' combination within the time period. (analysis ID +#' 802) #' @param useCharlsonIndex The Charlson comorbidity index (Romano adaptation) #' using all conditions prior to the window end. #' (analysis ID 901) @@ -168,7 +174,9 @@ #' useMeasurement = TRUE, #' useMeasurementValue = FALSE, #' useMeasurementRangeGroup = TRUE, +#' useMeasurementValueAsConcept = TRUE, #' useObservation = TRUE, +#' useObservationValueAsConcept = TRUE, #' useCharlsonIndex = TRUE, #' useDcsi = TRUE, #' useChads2 = TRUE, @@ -219,7 +227,9 @@ createTemporalCovariateSettings <- function(useDemographicsGender = FALSE, useMeasurement = FALSE, useMeasurementValue = FALSE, useMeasurementRangeGroup = FALSE, + useMeasurementValueAsConcept = FALSE, useObservation = FALSE, + useObservationValueAsConcept = FALSE, useCharlsonIndex = FALSE, useDcsi = FALSE, useChads2 = FALSE, @@ -240,7 +250,7 @@ createTemporalCovariateSettings <- function(useDemographicsGender = FALSE, addDescendantsToExclude = FALSE, includedCovariateIds = c()) { covariateSettings <- list( - temporal = TRUE, + temporal = FALSE, temporalSequence = FALSE ) formalNames <- names(formals(createTemporalCovariateSettings)) diff --git a/inst/csv/PrespecAnalyses.csv b/inst/csv/PrespecAnalyses.csv index 713887ac..9d0e5721 100644 --- a/inst/csv/PrespecAnalyses.csv +++ b/inst/csv/PrespecAnalyses.csv @@ -1,107 +1,115 @@ -analysisId,analysisName,sqlFileName,startDay,endDay,subType,domainId,domainTable,domainConceptId,domainStartDate,domainEndDate,isDefault,description -1,DemographicsGender,DemographicsGender.sql,,,,Demographics,,,,,TRUE,Gender of the subject. -2,DemographicsAge,DemographicsAge.sql,,,,Demographics,,,,,FALSE,Age of the subject on the index date (in years). -3,DemographicsAgeGroup,DemographicsAgeGroup.sql,,,,Demographics,,,,,TRUE,Age of the subject on the index date (in 5 year age groups) -4,DemographicsRace,DemographicsRace.sql,,,,Demographics,,,,,TRUE,Race of the subject. -5,DemographicsEthnicity,DemographicsEthnicity.sql,,,,Demographics,,,,,TRUE,Ethnicity of the subject. -6,DemographicsIndexYear,DemographicsYear.sql,,,,Demographics,,,,,TRUE,Year of the index date. -7,DemographicsIndexMonth,DemographicsMonth.sql,,,,Demographics,,,,,TRUE,Month of the index date. -8,DemographicsPriorObservationTime,DemographicsTime.sql,,,priorObservation,Demographics,,,,,FALSE,Number of continuous days of observation time preceding the index date. -9,DemographicsPostObservationTime,DemographicsTime.sql,,,postObservation,Demographics,,,,,FALSE,Number of continuous days of observation time following the index date. -10,DemographicsTimeInCohort,DemographicsTime.sql,,,inCohort,Demographics,,,,,FALSE,Number of days of observation time during cohort period. -11,DemographicsIndexYearMonth,DemographicsYearMonth.sql,,,,Demographics,,,,,FALSE,Both calendar year and month of the index date in a single variable. -12,CareSiteId,CareSite.sql,,,,CareSite,,,,,FALSE,"Care site associated with the cohort start, pulled from the visit_detail, visit_occurrence, or person table, in that order." -101,ConditionOccurrenceAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting any time prior to index. -102,ConditionOccurrenceLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the long term window. -103,ConditionOccurrenceMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the medium term window. -104,ConditionOccurrenceShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the short term window. -105,ConditionOccurrencePrimaryInpatientAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting any time prior to index. -106,ConditionOccurrencePrimaryInpatientLongTerm,DomainConcept.sql,longTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the long term window. -107,ConditionOccurrencePrimaryInpatientMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the medium term window. -108,ConditionOccurrencePrimaryInpatientShortTerm,DomainConcept.sql,shortTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the short term window. -201,ConditionEraAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any time prior to index. -202,ConditionEraLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the long term window. -203,ConditionEraMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the medium term window. -204,ConditionEraShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the short term window. -205,ConditionEraOverlapping,DomainConcept.sql,endDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with the end of the risk window. -206,ConditionEraStartLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the long term window. -207,ConditionEraStartMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the medium term window. -208,ConditionEraStartShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the short term window. -209,ConditionGroupEraAnyTimePrior,DomainConceptGroup.sql,anyTimePrior,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any time prior to index. -210,ConditionGroupEraLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the long term window. -211,ConditionGroupEraMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the medium term window. -212,ConditionGroupEraShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the short term window. -213,ConditionGroupEraOverlapping,DomainConceptGroup.sql,endDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with the end of the risk window. -214,ConditionGroupEraStartLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the long term window. -215,ConditionGroupEraStartMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the medium term window. -216,ConditionGroupEraStartShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the short term window. -301,DrugExposureAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting any time prior to index. -302,DrugExposureLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the long term window. -303,DrugExposureMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the medium term window. -304,DrugExposureShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the short term window. -401,DrugEraAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any time prior to index. -402,DrugEraLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the long term window. -403,DrugEraMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the medium term window. -404,DrugEraShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the short window. -405,DrugEraOverlapping,DomainConcept.sql,endDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with the end of the risk window. -406,DrugEraStartLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the long term window. -407,DrugEraStartMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the medium term window. -408,DrugEraStartShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the long short window. -409,DrugGroupEraAnyTimePrior,DomainConceptGroup.sql,anyTimePrior,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any time prior to index. -410,DrugGroupEraLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the long term window. -411,DrugGroupEraMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the medium term window. -412,DrugGroupEraShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the short term window. -413,DrugGroupEraOverlapping,DomainConceptGroup.sql,endDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with the end of the risk window. -414,DrugGroupEraStartLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the long term window. -415,DrugGroupEraStartMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the medium term window. -416,DrugGroupEraStartShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the short term window. -501,ProcedureOccurrenceAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,One covariate per procedure in the procedure_occurrence table any time prior to index. -502,ProcedureOccurrenceLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the long term window. -503,ProcedureOccurrenceMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,One covariate per procedure in the procedure_occurrence table in the medium term window. -504,ProcedureOccurrenceShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the short term window. -601,DeviceExposureAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,FALSE,One covariate per device in the device exposure table starting any time prior to index. -602,DeviceExposureLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the long term window. -603,DeviceExposureMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,FALSE,One covariate per device in the device exposure table starting in the medium term window. -604,DeviceExposureShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the short term window. -701,MeasurementAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement in the measurement table any time prior to index. -702,MeasurementLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the long term window. -703,MeasurementMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement in the measurement table in the medium term window. -704,MeasurementShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the short term window. -705,MeasurementValueAnyTimePrior,MeasurementValue.sql,anyTimePrior,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination any time prior to index. -706,MeasurementValueLongTerm,MeasurementValue.sql,longTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the long term window. -707,MeasurementValueMediumTerm,MeasurementValue.sql,mediumTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the medium term window. -708,MeasurementValueShortTerm,MeasurementValue.sql,shortTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the short term window. -709,MeasurementRangeGroupAnyTimePrior,MeasurementRangeGroup.sql,anyTimePrior,endDays,,,,,,,FALSE,"Covariates indicating whether measurements are below, within, or above normal range any time prior to index." -710,MeasurementRangeGroupLongTerm,MeasurementRangeGroup.sql,longTermStartDays,endDays,,,,,,,TRUE,"Covariates indicating whether measurements are below, within, or above normal range in the long term window." -711,MeasurementRangeGroupMediumTerm,MeasurementRangeGroup.sql,mediumTermStartDays,endDays,,,,,,,FALSE,"Covariates indicating whether measurements are below, within, or above normal range in the medium term window." -712,MeasurementRangeGroupShortTerm,MeasurementRangeGroup.sql,shortTermStartDays,endDays,,,,,,,FALSE,"Covariates indicating whether measurements are below, within, or above normal range in the short term window." -801,ObservationAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation in the observation table any time prior to index. -802,ObservationLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the long term window. -803,ObservationMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation in the observation table in the medium term window. -804,ObservationShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the short term window. -901,CharlsonIndex,CharlsonIndex.sql,,endDays,,Condition,,,,,TRUE,The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. -902,Dcsi,Dcsi.sql,,endDays,,Condition,,,,,TRUE,The Diabetes Comorbidity Severity Index (DCSI) using all conditions prior to the window end. -903,Chads2,Chads2.sql,,endDays,,Condition,,,,,TRUE,The CHADS2 score using all conditions prior to the window end. -904,Chads2Vasc,Chads2Vasc.sql,,endDays,,Condition,,,,,TRUE,The CHADS2VASc score using all conditions prior to the window end. -926,Hfrs,Hfrs.sql,,endDays,,Condition,,,,,FALSE,The Hospital Frailty Risk Score score using all conditions prior to the window end. -905,DistinctConditionCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the long term window. -906,DistinctConditionCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the medium term window. -907,DistinctConditionCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the short term window. -908,DistinctIngredientCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the long term window. -909,DistinctIngredientCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the medium term window. -910,DistinctIngredientCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the short term window. -911,DistinctProcedureCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the long term window. -912,DistinctProcedureCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the medium term window. -913,DistinctProcedureCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the short term window. -914,DistinctMeasurementCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the long term window. -915,DistinctMeasurementCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the medium term window. -916,DistinctMeasurementCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the short term window. -917,DistinctObservationCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the long term window. -918,DistinctObservationCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the medium term window. -919,DistinctObservationCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the short term window. -920,VisitCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the long term window. -921,VisitCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the medium term window. -922,VisitCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the short term window. -923,VisitConceptCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the long term window, stratified by visit concept ID." -924,VisitConceptCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the medium term window, stratified by visit concept ID." -925,VisitConceptCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the short term window, stratified by visit concept ID." +analysisId,analysisName,sqlFileName,startDay,endDay,subType,domainId,domainTable,domainConceptId,domainStartDate,domainEndDate,isDefault,description +1,DemographicsGender,DemographicsGender.sql,,,,Demographics,,,,,TRUE,Gender of the subject. +2,DemographicsAge,DemographicsAge.sql,,,,Demographics,,,,,FALSE,Age of the subject on the index date (in years). +3,DemographicsAgeGroup,DemographicsAgeGroup.sql,,,,Demographics,,,,,TRUE,Age of the subject on the index date (in 5 year age groups) +4,DemographicsRace,DemographicsRace.sql,,,,Demographics,,,,,TRUE,Race of the subject. +5,DemographicsEthnicity,DemographicsEthnicity.sql,,,,Demographics,,,,,TRUE,Ethnicity of the subject. +6,DemographicsIndexYear,DemographicsYear.sql,,,,Demographics,,,,,TRUE,Year of the index date. +7,DemographicsIndexMonth,DemographicsMonth.sql,,,,Demographics,,,,,TRUE,Month of the index date. +8,DemographicsPriorObservationTime,DemographicsTime.sql,,,priorObservation,Demographics,,,,,FALSE,Number of continuous days of observation time preceding the index date. +9,DemographicsPostObservationTime,DemographicsTime.sql,,,postObservation,Demographics,,,,,FALSE,Number of continuous days of observation time following the index date. +10,DemographicsTimeInCohort,DemographicsTime.sql,,,inCohort,Demographics,,,,,FALSE,Number of days of observation time during cohort period. +11,DemographicsIndexYearMonth,DemographicsYearMonth.sql,,,,Demographics,,,,,FALSE,Both calendar year and month of the index date in a single variable. +12,CareSiteId,CareSite.sql,,,,CareSite,,,,,FALSE,"Care site associated with the cohort start, pulled from the visit_detail, visit_occurrence, or person table, in that order." +101,ConditionOccurrenceAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting any time prior to index. +102,ConditionOccurrenceLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the long term window. +103,ConditionOccurrenceMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the medium term window. +104,ConditionOccurrenceShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the short term window. +105,ConditionOccurrencePrimaryInpatientAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting any time prior to index. +106,ConditionOccurrencePrimaryInpatientLongTerm,DomainConcept.sql,longTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the long term window. +107,ConditionOccurrencePrimaryInpatientMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the medium term window. +108,ConditionOccurrencePrimaryInpatientShortTerm,DomainConcept.sql,shortTermStartDays,endDays,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the short term window. +201,ConditionEraAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any time prior to index. +202,ConditionEraLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the long term window. +203,ConditionEraMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the medium term window. +204,ConditionEraShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the short term window. +205,ConditionEraOverlapping,DomainConcept.sql,endDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with the end of the risk window. +206,ConditionEraStartLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the long term window. +207,ConditionEraStartMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the medium term window. +208,ConditionEraStartShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the short term window. +209,ConditionGroupEraAnyTimePrior,DomainConceptGroup.sql,anyTimePrior,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any time prior to index. +210,ConditionGroupEraLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the long term window. +211,ConditionGroupEraMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the medium term window. +212,ConditionGroupEraShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to groups in the condition_era table overlapping with any part of the short term window. +213,ConditionGroupEraOverlapping,DomainConceptGroup.sql,endDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table overlapping with the end of the risk window. +214,ConditionGroupEraStartLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the long term window. +215,ConditionGroupEraStartMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the medium term window. +216,ConditionGroupEraStartShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to groups in the condition_era table starting in the short term window. +301,DrugExposureAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting any time prior to index. +302,DrugExposureLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the long term window. +303,DrugExposureMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the medium term window. +304,DrugExposureShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the short term window. +401,DrugEraAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any time prior to index. +402,DrugEraLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the long term window. +403,DrugEraMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the medium term window. +404,DrugEraShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the short window. +405,DrugEraOverlapping,DomainConcept.sql,endDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with the end of the risk window. +406,DrugEraStartLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the long term window. +407,DrugEraStartMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the medium term window. +408,DrugEraStartShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the long short window. +409,DrugGroupEraAnyTimePrior,DomainConceptGroup.sql,anyTimePrior,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any time prior to index. +410,DrugGroupEraLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the long term window. +411,DrugGroupEraMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the medium term window. +412,DrugGroupEraShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the short term window. +413,DrugGroupEraOverlapping,DomainConceptGroup.sql,endDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with the end of the risk window. +414,DrugGroupEraStartLongTerm,DomainConceptGroup.sql,longTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the long term window. +415,DrugGroupEraStartMediumTerm,DomainConceptGroup.sql,mediumTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the medium term window. +416,DrugGroupEraStartShortTerm,DomainConceptGroup.sql,shortTermStartDays,endDays,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the short term window. +501,ProcedureOccurrenceAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,One covariate per procedure in the procedure_occurrence table any time prior to index. +502,ProcedureOccurrenceLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the long term window. +503,ProcedureOccurrenceMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,One covariate per procedure in the procedure_occurrence table in the medium term window. +504,ProcedureOccurrenceShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the short term window. +601,DeviceExposureAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,FALSE,One covariate per device in the device exposure table starting any time prior to index. +602,DeviceExposureLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the long term window. +603,DeviceExposureMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,FALSE,One covariate per device in the device exposure table starting in the medium term window. +604,DeviceExposureShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the short term window. +701,MeasurementAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement in the measurement table any time prior to index. +702,MeasurementLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the long term window. +703,MeasurementMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement in the measurement table in the medium term window. +704,MeasurementShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the short term window. +705,MeasurementValueAnyTimePrior,MeasurementValue.sql,anyTimePrior,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination any time prior to index. +706,MeasurementValueLongTerm,MeasurementValue.sql,longTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the long term window. +707,MeasurementValueMediumTerm,MeasurementValue.sql,mediumTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the medium term window. +708,MeasurementValueShortTerm,MeasurementValue.sql,shortTermStartDays,endDays,,,,,,,FALSE,One covariate containing the value per measurement-unit combination in the short term window. +709,MeasurementRangeGroupAnyTimePrior,MeasurementRangeGroup.sql,anyTimePrior,endDays,,,,,,,FALSE,"Covariates indicating whether measurements are below, within, or above normal range any time prior to index." +710,MeasurementRangeGroupLongTerm,MeasurementRangeGroup.sql,longTermStartDays,endDays,,,,,,,TRUE,"Covariates indicating whether measurements are below, within, or above normal range in the long term window." +711,MeasurementRangeGroupMediumTerm,MeasurementRangeGroup.sql,mediumTermStartDays,endDays,,,,,,,FALSE,"Covariates indicating whether measurements are below, within, or above normal range in the medium term window." +712,MeasurementRangeGroupShortTerm,MeasurementRangeGroup.sql,shortTermStartDays,endDays,,,,,,,TRUE,"Covariates indicating whether measurements are below, within, or above normal range in the short term window." +713,MeasurementValueAsConceptAnyTimePrior,MeasObsValueAsConcept.sql,anyTimePrior,endDays,,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement-value concept combination any time prior to index. +714,MeasurementValueAsConceptLongTerm,MeasObsValueAsConcept.sql,longTermStartDays,endDays,,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement-value concept combination in the long term window. +715,MeasurementValueAsConceptMediumTerm,MeasObsValueAsConcept.sql,mediumTermStartDays,endDays,,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,One covariate per measurement-value concept combination in the medium term window. +716,MeasurementValueAsConceptShortTerm,MeasObsValueAsConcept.sql,shortTermStartDays,endDays,,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement-value concept combination in the short term window. +801,ObservationAnyTimePrior,DomainConcept.sql,anyTimePrior,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation in the observation table any time prior to index. +802,ObservationLongTerm,DomainConcept.sql,longTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the long term window. +803,ObservationMediumTerm,DomainConcept.sql,mediumTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation in the observation table in the medium term window. +804,ObservationShortTerm,DomainConcept.sql,shortTermStartDays,endDays,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the short term window. +805,ObservationValueAsConceptAnyTimePrior,MeasObsValueAsConcept.sql,anyTimePrior,endDays,,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation-value concept combination any time prior to index. +806,ObservationValueAsConceptLongTerm,MeasObsValueAsConcept.sql,longTermStartDays,endDays,,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation-value concept combination in the long term window. +807,ObservationValueAsConceptMediumTerm,MeasObsValueAsConcept.sql,mediumTermStartDays,endDays,,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,One covariate per observation-value concept combination in the medium term window. +808,ObservationValueAsConceptShortTerm,MeasObsValueAsConcept.sql,shortTermStartDays,endDays,,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation-value concept combination in the short term window. +901,CharlsonIndex,CharlsonIndex.sql,,endDays,,Condition,,,,,TRUE,The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. +902,Dcsi,Dcsi.sql,,endDays,,Condition,,,,,TRUE,The Diabetes Comorbidity Severity Index (DCSI) using all conditions prior to the window end. +903,Chads2,Chads2.sql,,endDays,,Condition,,,,,TRUE,The CHADS2 score using all conditions prior to the window end. +904,Chads2Vasc,Chads2Vasc.sql,,endDays,,Condition,,,,,TRUE,The CHADS2VASc score using all conditions prior to the window end. +926,Hfrs,Hfrs.sql,,endDays,,Condition,,,,,FALSE,The Hospital Frailty Risk Score score using all conditions prior to the window end. +905,DistinctConditionCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the long term window. +906,DistinctConditionCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the medium term window. +907,DistinctConditionCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the short term window. +908,DistinctIngredientCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the long term window. +909,DistinctIngredientCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the medium term window. +910,DistinctIngredientCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the short term window. +911,DistinctProcedureCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the long term window. +912,DistinctProcedureCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the medium term window. +913,DistinctProcedureCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the short term window. +914,DistinctMeasurementCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the long term window. +915,DistinctMeasurementCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the medium term window. +916,DistinctMeasurementCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the short term window. +917,DistinctObservationCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the long term window. +918,DistinctObservationCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the medium term window. +919,DistinctObservationCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations observed in the short term window. +920,VisitCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the long term window. +921,VisitCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the medium term window. +922,VisitCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the short term window. +923,VisitConceptCountLongTerm,ConceptCounts.sql,longTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the long term window, stratified by visit concept ID." +924,VisitConceptCountMediumTerm,ConceptCounts.sql,mediumTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the medium term window, stratified by visit concept ID." +925,VisitConceptCountShortTerm,ConceptCounts.sql,shortTermStartDays,endDays,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the short term window, stratified by visit concept ID." \ No newline at end of file diff --git a/inst/csv/PrespecTemporalAnalyses.csv b/inst/csv/PrespecTemporalAnalyses.csv index dda5b126..6effe938 100644 --- a/inst/csv/PrespecTemporalAnalyses.csv +++ b/inst/csv/PrespecTemporalAnalyses.csv @@ -1,42 +1,44 @@ -analysisId,analysisName,sqlFileName,subType,domainId,domainTable,domainConceptId,domainStartDate,domainEndDate,isDefault,description -1,DemographicsGender,DemographicsGender.sql,,Demographics,,,,,TRUE,Gender of the subject. -2,DemographicsAge,DemographicsAge.sql,,Demographics,,,,,FALSE,Age of the subject on the index date (in years). -3,DemographicsAgeGroup,DemographicsAgeGroup.sql,,Demographics,,,,,TRUE,Age of the subject on the index date (in 5 year age groups) -4,DemographicsRace,DemographicsRace.sql,,Demographics,,,,,TRUE,Race of the subject. -5,DemographicsEthnicity,DemographicsEthnicity.sql,,Demographics,,,,,TRUE,Ethnicity of the subject. -6,DemographicsIndexYear,DemographicsYear.sql,,Demographics,,,,,TRUE,Year of the index date. -7,DemographicsIndexMonth,DemographicsMonth.sql,,Demographics,,,,,TRUE,Month of the index date. -8,DemographicsPriorObservationTime,DemographicsTime.sql,priorObservation,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. -9,DemographicsPostObservationTime,DemographicsTime.sql,postObservation,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. -10,DemographicsTimeInCohort,DemographicsTime.sql,inCohort,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. -11,DemographicsIndexYearMonth,DemographicsYearMonth.sql,,Demographics,,,,,FALSE,Calendar month of the index date. -12,CareSiteId,CareSite.sql,,CareSite,,,,,FALSE,"Care site associated with the cohort start, pulled from the visit_detail, visit_occurrence, or person table, in that order." -101,ConditionOccurrence,DomainConcept.sql,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the time window. -102,ConditionOccurrencePrimaryInpatient,DomainConcept.sql,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the time window. -201,ConditionEraStart,DomainConcept.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the time window. -202,ConditionEraOverlap,DomainConcept.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the time window. -203,ConditionEraGroupStart,DomainConceptGroup.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to SNOMED groups in the condition_era table starting in the time window. -204,ConditionEraGroupOverlap,DomainConceptGroup.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to SNOMED groups in the condition_era table overlapping with any part of the time window. -301,DrugExposure,DomainConcept.sql,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the time window. -401,DrugEraStart,DomainConcept.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the time window. -402,DrugEraOverlap,DomainConcept.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the time window. -403,DrugEraGroupStart,DomainConceptGroup.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the time window. -404,DrugEraGroupOverlap,DomainConceptGroup.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the time window. -501,ProcedureOccurrence,DomainConcept.sql,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the time window. -601,DeviceExposure,DomainConcept.sql,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the timewindow. -701,Measurement,DomainConcept.sql,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the time window. -702,MeasurementValue,MeasurementValue.sql,,Measurement,,,,,FALSE,"One covariate containing the value per measurement-unit combination in the time window. If multiple values are found, the last is taken." -703,MeasurementRangeGroup,MeasurementRangeGroup.sql,,Measurement,,,,,TRUE,"Covariates indicating whether measurements are below, within, or above normal range within the time period." -801,Observation,DomainConcept.sql,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the time window. -901,CharlsonIndex,CharlsonIndex.sql,,Condition,,,,,TRUE,The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. -902,Dcsi,Dcsi.sql,,Condition,,,,,TRUE,The Diabetes Comorbidity Severity Index (DCSI) using all conditions prior to the window end. -903,Chads2,Chads2.sql,,Condition,,,,,TRUE,The CHADS2 score using all conditions prior to the window end. -904,Chads2Vasc,Chads2Vasc.sql,,Condition,,,,,TRUE,The CHADS2VASc score using all conditions prior to the window end. -926,Hfrs,Hfrs.sql,,Condition,,,,,FALSE,The Hospital Frailty Risk Score score using all conditions prior to the window end. -905,DistinctConditionCount,ConceptCounts.sql,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the time window. -906,DistinctIngredientCount,ConceptCounts.sql,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the time window. -907,DistinctProcedureCount,ConceptCounts.sql,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the time window. -908,DistinctMeasurementCount,ConceptCounts.sql,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the time window. -909,DistinctObservationCount,ConceptCounts.sql,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations in the time window. -910,VisitCount,ConceptCounts.sql,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the time window. -911,VisitConceptCount,ConceptCounts.sql,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the time window, stratified by visit concept ID." +analysisId,analysisName,sqlFileName,subType,domainId,domainTable,domainConceptId,domainStartDate,domainEndDate,isDefault,description +1,DemographicsGender,DemographicsGender.sql,,Demographics,,,,,TRUE,Gender of the subject. +2,DemographicsAge,DemographicsAge.sql,,Demographics,,,,,FALSE,Age of the subject on the index date (in years). +3,DemographicsAgeGroup,DemographicsAgeGroup.sql,,Demographics,,,,,TRUE,Age of the subject on the index date (in 5 year age groups) +4,DemographicsRace,DemographicsRace.sql,,Demographics,,,,,TRUE,Race of the subject. +5,DemographicsEthnicity,DemographicsEthnicity.sql,,Demographics,,,,,TRUE,Ethnicity of the subject. +6,DemographicsIndexYear,DemographicsYear.sql,,Demographics,,,,,TRUE,Year of the index date. +7,DemographicsIndexMonth,DemographicsMonth.sql,,Demographics,,,,,TRUE,Month of the index date. +8,DemographicsPriorObservationTime,DemographicsTime.sql,priorObservation,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. +9,DemographicsPostObservationTime,DemographicsTime.sql,postObservation,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. +10,DemographicsTimeInCohort,DemographicsTime.sql,inCohort,Demographics,,,,,FALSE,Number of days of observation time preceding the index date. +11,DemographicsIndexYearMonth,DemographicsYearMonth.sql,,Demographics,,,,,FALSE,Calendar month of the index date. +12,CareSiteId,CareSite.sql,,CareSite,,,,,FALSE,"Care site associated with the cohort start, pulled from the visit_detail, visit_occurrence, or person table, in that order." +101,ConditionOccurrence,DomainConcept.sql,all,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition in the condition_occurrence table starting in the time window. +102,ConditionOccurrencePrimaryInpatient,DomainConcept.sql,inpatient,Condition,condition_occurrence,condition_concept_id,condition_start_date,condition_start_date,FALSE,One covariate per condition observed as a primary diagnosis in an inpatient setting in the condition_occurrence table starting in the time window. +201,ConditionEraStart,DomainConcept.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition in the condition_era table starting in the time window. +202,ConditionEraOverlap,DomainConcept.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,One covariate per condition in the condition_era table overlapping with any part of the time window. +203,ConditionEraGroupStart,DomainConceptGroup.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_start_date,FALSE,One covariate per condition era rolled up to SNOMED groups in the condition_era table starting in the time window. +204,ConditionEraGroupOverlap,DomainConceptGroup.sql,all,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,TRUE,One covariate per condition era rolled up to SNOMED groups in the condition_era table overlapping with any part of the time window. +301,DrugExposure,DomainConcept.sql,all,Drug,drug_exposure,drug_concept_id,drug_exposure_start_date,drug_exposure_start_date,FALSE,One covariate per drug in the drug_exposure table starting in the time window. +401,DrugEraStart,DomainConcept.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug in the drug_era table starting in the time window. +402,DrugEraOverlap,DomainConcept.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,One covariate per drug in the drug_era table overlapping with any part of the time window. +403,DrugEraGroupStart,DomainConceptGroup.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_start_date,FALSE,One covariate per drug rolled up to ATC groups in the drug_era table starting in the time window. +404,DrugEraGroupOverlap,DomainConceptGroup.sql,all,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,TRUE,One covariate per drug rolled up to ATC groups in the drug_era table overlapping with any part of the time window. +501,ProcedureOccurrence,DomainConcept.sql,all,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,TRUE,One covariate per procedure in the procedure_occurrence table in the time window. +601,DeviceExposure,DomainConcept.sql,all,Device,device_exposure,device_concept_id,device_exposure_start_date,device_exposure_start_date,TRUE,One covariate per device in the device exposure table starting in the timewindow. +701,Measurement,DomainConcept.sql,all,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement in the measurement table in the time window. +702,MeasurementValue,MeasurementValue.sql,,Measurement,,,,,FALSE,"One covariate containing the value per measurement-unit combination in the time window. If multiple values are found, the last is taken." +703,MeasurementRangeGroup,MeasurementRangeGroup.sql,,Measurement,,,,,TRUE,"Covariates indicating whether measurements are below, within, or above normal range within the time period." +704,MeasurementValueAsConcept,MeasObsValueAsConcept.sql,,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,TRUE,One covariate per measurement-value concept combination within the time period. +801,Observation,DomainConcept.sql,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation in the observation table in the time window. +802,ObservationValueAsConcept,MeasObsValueAsConcept.sql,all,Observation,observation,observation_concept_id,observation_date,observation_date,TRUE,One covariate per observation-value concept combination within the time period. +901,CharlsonIndex,CharlsonIndex.sql,,Condition,,,,,TRUE,The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. +902,Dcsi,Dcsi.sql,,Condition,,,,,TRUE,The Diabetes Comorbidity Severity Index (DCSI) using all conditions prior to the window end. +903,Chads2,Chads2.sql,,Condition,,,,,TRUE,The CHADS2 score using all conditions prior to the window end. +904,Chads2Vasc,Chads2Vasc.sql,,Condition,,,,,TRUE,The CHADS2VASc score using all conditions prior to the window end. +926,Hfrs,Hfrs.sql,,Condition,,,,,FALSE,The Hospital Frailty Risk Score score using all conditions prior to the window end. +905,DistinctConditionCount,ConceptCounts.sql,distinct,Condition,condition_era,condition_concept_id,condition_era_start_date,condition_era_end_date,FALSE,The number of distinct condition concepts observed in the time window. +906,DistinctIngredientCount,ConceptCounts.sql,distinct,Drug,drug_era,drug_concept_id,drug_era_start_date,drug_era_end_date,FALSE,The number of distinct ingredients observed in the time window. +907,DistinctProcedureCount,ConceptCounts.sql,distinct,Procedure,procedure_occurrence,procedure_concept_id,procedure_date,procedure_date,FALSE,The number of distinct procedures observed in the time window. +908,DistinctMeasurementCount,ConceptCounts.sql,distinct,Measurement,measurement,measurement_concept_id,measurement_date,measurement_date,FALSE,The number of distinct measurements observed in the time window. +909,DistinctObservationCount,ConceptCounts.sql,distinct,Observation,observation,observation_concept_id,observation_date,observation_date,FALSE,The number of distinct observations in the time window. +910,VisitCount,ConceptCounts.sql,all,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,The number of visits observed in the time window. +911,VisitConceptCount,ConceptCounts.sql,stratified,Visit,visit_occurrence,visit_concept_id,visit_start_date,visit_end_date,FALSE,"The number of visits observed in the time window, stratified by visit concept ID." \ No newline at end of file diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql new file mode 100644 index 00000000..e369f0f9 --- /dev/null +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -0,0 +1,161 @@ +-- Feature construction +DROP TABLE IF EXISTS #temp_features; +DROP TABLE IF EXISTS #no_collisions; + +{@aggregated} ? { +SELECT @domain_concept_id, + value_as_concept_id, + ((((@domain_concept_id | @domain_concept_id/262144) - (@domain_concept_id & @domain_concept_id/262144)) & 262143)*2097152 + + (((value_as_concept_id | value_as_concept_id/2097152) - (value_as_concept_id & value_as_concept_id/2097152)) & 2097151))*1000 + @analysis_id AS covariate_id, +{@temporal} ? { + time_id, +} + cohort_definition_id, + COUNT(DISTINCT row_id) AS sum_value +INTO #temp_features +FROM ( +} + SELECT @domain_concept_id, + value_as_concept_id +{@temporal} ? { + time_id, +} +{@aggregated} ? { + cohort_definition_id, + cohort.@row_id_field AS row_id +} : { + ((((@domain_concept_id | @domain_concept_id/262144) - (@domain_concept_id & @domain_concept_id/262144)) & 262143)*2097152 + + (((value_as_concept_id | value_as_concept_id/2097152) - (value_as_concept_id & value_as_concept_id/2097152)) & 2097151))*1000 + @analysis_id AS covariate_id, + cohort.@row_id_field AS row_id + INTO #temp_features +} + FROM @cohort_table cohort + INNER JOIN @cdm_database_schema.@domain_table + ON cohort.subject_id = @domain_table.person_id +{@temporal} ? { + INNER JOIN #time_period time_period + ON @domain_start_date <= DATEADD(DAY, time_period.end_day, cohort.cohort_start_date) + AND @domain_start_date >= DATEADD(DAY, time_period.start_day, cohort.cohort_start_date) + WHERE @domain_concept_id != 0 +} : { + WHERE @domain_start_date <= DATEADD(DAY, @end_day, cohort.cohort_start_date) +{@start_day != 'anyTimePrior'} ? { AND @domain_start_date >= DATEADD(DAY, @start_day, cohort.cohort_start_date)} + AND @domain_concept_id != 0 +} + AND value_as_concept_id IS NOT NULL +{@excluded_concept_table != ''} ? { AND @domain_concept_id NOT IN (SELECT id FROM @excluded_concept_table)} +{@included_concept_table != ''} ? { AND @domain_concept_id IN (SELECT id FROM @included_concept_table)} +{@cohort_definition_id != -1} ? { AND cohort.cohort_definition_id IN (@cohort_definition_id)} +{@aggregated} ? { + ) grouped_1 +} +{@included_cov_table != ''} ? {WHERE (CAST(@domain_concept_id AS BIGINT) * 10000) + (range_group * 1000) + @analysis_id IN (SELECT id FROM @included_cov_table)} +GROUP BY @domain_concept_id, + value_as_concept_id +{@aggregated} ? { + ,cohort_definition_id +} : { + ,cohort.@row_id_field +} +{@temporal} ? { + ,time_id +} +; + +SELECT covariate_id, + MIN(@domain_concept_id) AS @domain_concept_id, + MIN(value_as_concept_id) AS value_as_concept_id +INTO #no_collisions +FROM #temp_features +GROUP BY covariate_id; + +SELECT + covariate_id, +{@temporal} ? { + time_id, +} +{@aggregated} ? { + cohort_definition_id, + MAX(sum_value) AS sum_value, +} : { + row_id, + 1 AS covariate_value +} +INTO @covariate_table +FROM #temp_features temp_features +INNER JOIN #no_collisions no_collisions + ON temp_features.covariate_id = no_collisions.covariate_id + AND temp_features.@domain_concept_id = no_collisions.@domain_concept_id + AND temp_features.value_as_concept_id = no_collisions.value_as_concept_id; + +-- Reference construction +INSERT INTO #cov_ref ( + covariate_id, + covariate_name, + analysis_id, + c1.concept_id + ) +SELECT covariate_id, +{@temporal} ? { + CAST(CONCAT('@domain_table: ', + CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, + " = ", + CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END + ) AS VARCHAR(512)) AS covariate_name, +} : { +{@start_day == 'anyTimePrior'} ? { + CAST(CONCAT('@domain_table any time prior through @end_day days relative to index: ', + CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, + " = ", + CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END + ) AS VARCHAR(512)) AS covariate_name, +} : { + CAST(CONCAT('@domain_table during day @start_day through @end_day days relative to index: ', + CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, + " = ", + CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END + ) AS VARCHAR(512)) AS covariate_name, +} +} + @analysis_id AS analysis_id, + @domain_concept_id AS concept_id +FROM ( + SELECT covariate_id, + @domain_concept_id, + value_as_concept_id + FROM #no_collisions + ) no_collisions +LEFT JOIN @cdm_database_schema.concept c1 + ON c1.concept_id = no_collisions.@domain_concept_id +LEFT JOIN @cdm_database_schema.concept c2 + ON c2.concept_id = no_collisions.value_as_concept_id + +INSERT INTO #analysis_ref ( + analysis_id, + analysis_name, + domain_id, +{!@temporal} ? { + start_day, + end_day, +} + is_binary, + missing_means_zero + ) +SELECT @analysis_id AS analysis_id, + CAST('@analysis_name' AS VARCHAR(512)) AS analysis_name, + CAST('@domain_id' AS VARCHAR(20)) AS domain_id, +{!@temporal} ? { +{@start_day == 'anyTimePrior'} ? { + CAST(NULL AS INT) AS start_day, +} : { + @start_day AS start_day, +} + @end_day AS end_day, +} + CAST('Y' AS VARCHAR(1)) AS is_binary, + CAST(NULL AS VARCHAR(1)) AS missing_means_zero; + +TRUNCATE TABLE #temp_features; +DROP TABLE #temp_features; +TRUNCATE TABLE #no_collisions; +DROP TABLE #no_collisions; \ No newline at end of file diff --git a/man/createCovariateSettings.Rd b/man/createCovariateSettings.Rd index 547277ae..5023ea43 100644 --- a/man/createCovariateSettings.Rd +++ b/man/createCovariateSettings.Rd @@ -81,10 +81,18 @@ createCovariateSettings( useMeasurementRangeGroupLongTerm = FALSE, useMeasurementRangeGroupMediumTerm = FALSE, useMeasurementRangeGroupShortTerm = FALSE, + useMeasurementValueAsConceptAnyTimePrior = FALSE, + useMeasurementValueAsConceptLongTerm = FALSE, + useMeasurementValueAsConceptMediumTerm = FALSE, + useMeasurementValueAsConceptShortTerm = FALSE, useObservationAnyTimePrior = FALSE, useObservationLongTerm = FALSE, useObservationMediumTerm = FALSE, useObservationShortTerm = FALSE, + useObservationValueAsConceptAnyTimePrior = FALSE, + useObservationValueAsConceptLongTerm = FALSE, + useObservationValueAsConceptMediumTerm = FALSE, + useObservationValueAsConceptShortTerm = FALSE, useCharlsonIndex = FALSE, useDcsi = FALSE, useChads2 = FALSE, @@ -447,6 +455,22 @@ measurements are below, within, or above normal range in the short term window. (analysis ID 712)} +\item{useMeasurementValueAsConceptAnyTimePrior}{One covariate per measurement-value +concept combination any time prior to +index. (analysis ID 713)} + +\item{useMeasurementValueAsConceptLongTerm}{One covariate per measurement-value +concept combination in the long term +window. (analysis ID 714)} + +\item{useMeasurementValueAsConceptMediumTerm}{One covariate per measurement-value +concept combination in the medium term +window. (analysis ID 715)} + +\item{useMeasurementValueAsConceptShortTerm}{One covariate per measurement-value +concept combination in the short term +window. (analysis ID 716)} + \item{useObservationAnyTimePrior}{One covariate per observation in the observation table any time prior to index. (analysis ID 801)} @@ -463,6 +487,22 @@ window. (analysis ID 803)} observation table in the short term window. (analysis ID 804)} +\item{useObservationValueAsConceptAnyTimePrior}{One covariate per observation-value +concept combination any time prior to +index. (analysis ID 805)} + +\item{useObservationValueAsConceptLongTerm}{One covariate per observation-value +concept combination in the long term +window. (analysis ID 806)} + +\item{useObservationValueAsConceptMediumTerm}{One covariate per observation-value +concept combination in the medium term +window. (analysis ID 807)} + +\item{useObservationValueAsConceptShortTerm}{One covariate per observation-value +concept combination in the short term +window. (analysis ID 808)} + \item{useCharlsonIndex}{The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. (analysis ID 901)} @@ -677,11 +717,19 @@ settings <- createCovariateSettings( useMeasurementRangeGroupAnyTimePrior = FALSE, useMeasurementRangeGroupLongTerm = TRUE, useMeasurementRangeGroupMediumTerm = FALSE, - useMeasurementRangeGroupShortTerm = FALSE, + useMeasurementRangeGroupShortTerm = TRUE, + useMeasurementValueAsConceptAnyTimePrior = FALSE, + useMeasurementValueAsConceptLongTerm = TRUE, + useMeasurementValueAsConceptMediumTerm = FALSE, + useMeasurementValueAsConceptShortTerm = TRUE, useObservationAnyTimePrior = FALSE, useObservationLongTerm = TRUE, useObservationMediumTerm = FALSE, useObservationShortTerm = TRUE, + useObservationValueAsConceptAnyTimePrior = FALSE, + useObservationValueAsConceptLongTerm = TRUE, + useObservationValueAsConceptMediumTerm = FALSE, + useObservationValueAsConceptShortTerm = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, diff --git a/man/createTemporalCovariateSettings.Rd b/man/createTemporalCovariateSettings.Rd index 6e7bb16e..08198f0b 100644 --- a/man/createTemporalCovariateSettings.Rd +++ b/man/createTemporalCovariateSettings.Rd @@ -33,7 +33,9 @@ createTemporalCovariateSettings( useMeasurement = FALSE, useMeasurementValue = FALSE, useMeasurementRangeGroup = FALSE, + useMeasurementValueAsConcept = FALSE, useObservation = FALSE, + useObservationValueAsConcept = FALSE, useCharlsonIndex = FALSE, useDcsi = FALSE, useChads2 = FALSE, @@ -126,8 +128,8 @@ the drug_era table starting in the time window. (analysis ID 403)} \item{useDrugEraGroupOverlap}{One covariate per drug rolled up to ATC groups in -the drug_era table overlapping with any part of -the time window. (analysis ID 404)} +the drug_era table overlapping with any part of the +time window. (analysis ID 404)} \item{useProcedureOccurrence}{One covariate per procedure in the procedure_occurrence table in the time window. @@ -148,9 +150,17 @@ multiple values are found, the last is taken. below, within, or above normal range within the time period. (analysis ID 703)} +\item{useMeasurementValueAsConcept}{One covariate per measurement-value concept +combination within the time period. (analysis ID +704)} + \item{useObservation}{One covariate per observation in the observation table in the time window. (analysis ID 801)} +\item{useObservationValueAsConcept}{One covariate per observation-value concept +combination within the time period. (analysis ID +802)} + \item{useCharlsonIndex}{The Charlson comorbidity index (Romano adaptation) using all conditions prior to the window end. (analysis ID 901)} @@ -256,7 +266,9 @@ settings <- createTemporalCovariateSettings( useMeasurement = TRUE, useMeasurementValue = FALSE, useMeasurementRangeGroup = TRUE, + useMeasurementValueAsConcept = TRUE, useObservation = TRUE, + useObservationValueAsConcept = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, From 70d822c601078b2c921fa81306edfc2a0f884a1c Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 09:48:23 +0200 Subject: [PATCH 03/11] No errors on SQLite --- R/DefaultTemporalCovariateSettings.R | 2 +- inst/sql/sql_server/MeasObsValueAsConcept.sql | 18 ++++++++--------- tests/testthat/test-query-no-fail.R | 20 +++++++++++++++++++ 3 files changed, 30 insertions(+), 10 deletions(-) diff --git a/R/DefaultTemporalCovariateSettings.R b/R/DefaultTemporalCovariateSettings.R index 9b57662e..1c5296a4 100644 --- a/R/DefaultTemporalCovariateSettings.R +++ b/R/DefaultTemporalCovariateSettings.R @@ -250,7 +250,7 @@ createTemporalCovariateSettings <- function(useDemographicsGender = FALSE, addDescendantsToExclude = FALSE, includedCovariateIds = c()) { covariateSettings <- list( - temporal = FALSE, + temporal = TRUE, temporalSequence = FALSE ) formalNames <- names(formals(createTemporalCovariateSettings)) diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql index e369f0f9..4b6c6827 100644 --- a/inst/sql/sql_server/MeasObsValueAsConcept.sql +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -16,7 +16,7 @@ INTO #temp_features FROM ( } SELECT @domain_concept_id, - value_as_concept_id + value_as_concept_id, {@temporal} ? { time_id, } @@ -70,13 +70,13 @@ FROM #temp_features GROUP BY covariate_id; SELECT - covariate_id, + temp_features.covariate_id, {@temporal} ? { time_id, } {@aggregated} ? { cohort_definition_id, - MAX(sum_value) AS sum_value, + sum_value } : { row_id, 1 AS covariate_value @@ -93,32 +93,32 @@ INSERT INTO #cov_ref ( covariate_id, covariate_name, analysis_id, - c1.concept_id + concept_id ) SELECT covariate_id, {@temporal} ? { CAST(CONCAT('@domain_table: ', CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, - " = ", + ' = ', CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END ) AS VARCHAR(512)) AS covariate_name, } : { {@start_day == 'anyTimePrior'} ? { CAST(CONCAT('@domain_table any time prior through @end_day days relative to index: ', CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, - " = ", + ' = ', CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END ) AS VARCHAR(512)) AS covariate_name, } : { CAST(CONCAT('@domain_table during day @start_day through @end_day days relative to index: ', CASE WHEN c1.concept_name IS NULL THEN 'Unknown concept' ELSE c1.concept_name END, - " = ", + ' = ', CASE WHEN c2.concept_name IS NULL THEN 'Unknown concept' ELSE c2.concept_name END ) AS VARCHAR(512)) AS covariate_name, } } @analysis_id AS analysis_id, - @domain_concept_id AS concept_id + no_collisions.@domain_concept_id AS concept_id FROM ( SELECT covariate_id, @domain_concept_id, @@ -128,7 +128,7 @@ FROM ( LEFT JOIN @cdm_database_schema.concept c1 ON c1.concept_id = no_collisions.@domain_concept_id LEFT JOIN @cdm_database_schema.concept c2 - ON c2.concept_id = no_collisions.value_as_concept_id + ON c2.concept_id = no_collisions.value_as_concept_id; INSERT INTO #analysis_ref ( analysis_id, diff --git a/tests/testthat/test-query-no-fail.R b/tests/testthat/test-query-no-fail.R index de55b8a5..8605d038 100644 --- a/tests/testthat/test-query-no-fail.R +++ b/tests/testthat/test-query-no-fail.R @@ -79,10 +79,18 @@ runExtractionPerPerson <- function(connection, cdmDatabaseSchema, ohdsiDatabaseS useMeasurementRangeGroupLongTerm = FALSE, useMeasurementRangeGroupMediumTerm = FALSE, useMeasurementRangeGroupShortTerm = TRUE, + useMeasurementValueAsConceptAnyTimePrior = FALSE, + useMeasurementValueAsConceptLongTerm = FALSE, + useMeasurementValueAsConceptMediumTerm = FALSE, + useMeasurementValueAsConceptShortTerm = TRUE, useObservationAnyTimePrior = FALSE, useObservationLongTerm = FALSE, useObservationMediumTerm = FALSE, useObservationShortTerm = TRUE, + useObservationValueAsConceptAnyTimePrior = FALSE, + useObservationValueAsConceptLongTerm = FALSE, + useObservationValueAsConceptMediumTerm = FALSE, + useObservationValueAsConceptShortTerm = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, @@ -251,10 +259,18 @@ runExtractionAggregated <- function(connection, cdmDatabaseSchema, ohdsiDatabase useMeasurementRangeGroupLongTerm = FALSE, useMeasurementRangeGroupMediumTerm = FALSE, useMeasurementRangeGroupShortTerm = TRUE, + useMeasurementValueAsConceptAnyTimePrior = FALSE, + useMeasurementValueAsConceptLongTerm = FALSE, + useMeasurementValueAsConceptMediumTerm = FALSE, + useMeasurementValueAsConceptShortTerm = TRUE, useObservationAnyTimePrior = FALSE, useObservationLongTerm = FALSE, useObservationMediumTerm = FALSE, useObservationShortTerm = TRUE, + useObservationValueAsConceptAnyTimePrior = FALSE, + useObservationValueAsConceptLongTerm = FALSE, + useObservationValueAsConceptMediumTerm = FALSE, + useObservationValueAsConceptShortTerm = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, @@ -376,7 +392,9 @@ runExtractionTemporalPerPerson <- function(connection, cdmDatabaseSchema, ohdsiD useMeasurement = TRUE, useMeasurementValue = TRUE, useMeasurementRangeGroup = TRUE, + useMeasurementValueAsConcept = TRUE, useObservation = TRUE, + useObservationValueAsConcept = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, @@ -480,7 +498,9 @@ runExtractionTemporalAggregated <- function(connection, cdmDatabaseSchema, ohdsi useMeasurement = TRUE, useMeasurementValue = TRUE, useMeasurementRangeGroup = TRUE, + useMeasurementValueAsConcept = TRUE, useObservation = TRUE, + useObservationValueAsConcept = TRUE, useCharlsonIndex = TRUE, useDcsi = TRUE, useChads2 = TRUE, From 9502b7c7a7d00bdf9ed720cb0670d029b87a1c66 Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 11:26:34 +0200 Subject: [PATCH 04/11] Fixing errors on other platforms. Requires new SqlRender. --- DESCRIPTION | 4 ++- extras/TestHashForPostcoordinatedConcepts.R | 26 +++++++++++++++++++ inst/sql/sql_server/MeasObsValueAsConcept.sql | 9 ++++--- 3 files changed, 34 insertions(+), 5 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 697be513..2f44969d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -23,7 +23,7 @@ Imports: dplyr, rJava, jsonlite, - SqlRender (>= 1.6.0), + SqlRender (>= 1.17.1), ParallelLogger (>= 2.0.2), cli, pillar, @@ -40,6 +40,8 @@ Suggests: withr, curl, httr +Remotes: + ohdsi/SqlRender@develop License: Apache License 2.0 VignetteBuilder: knitr URL: https://github.com/OHDSI/FeatureExtraction diff --git a/extras/TestHashForPostcoordinatedConcepts.R b/extras/TestHashForPostcoordinatedConcepts.R index 4c1ddf84..39b0fbb5 100644 --- a/extras/TestHashForPostcoordinatedConcepts.R +++ b/extras/TestHashForPostcoordinatedConcepts.R @@ -1,3 +1,14 @@ +# To compute covariate IDs for postcoordinated concepts (concept_id - value_as_concept_id pairs), +# we use a simple hashing function we implement in SQL. The resulting covariate ID uses 52 bits of +# precision, so will fit in an R numeric type without loss of precision. +# +# Below is some code evaluating how likely we are to have collisions in covariate IDs (the same +# covariate ID for different concept_id - value_as_concept_id pairs). Although collisions are +# unlikely, they may occur. In general we are not concerned, as most covariates are used for +# predicition or confounder adjustment, and this may simply lead to one covariate (out of tens +# of thousands) being less predictive. + + # Get all possible concept IDs from the vocabulary ----------------------------- connectionDetails = DatabaseConnector::createConnectionDetails( dbms = "redshift", @@ -136,4 +147,19 @@ FROM ( DatabaseConnector::renderTranslateQuerySql(connection, sql) # # COVARIATE_ID # 1 248934763863 + +# OR not available in Oracle, but can be implemented using a + b - (a&b) +sql <- " +SELECT (((a + a/262144 - 2*(a & a/262144))) & 262143)*2097152 + + (((b + b/2097152 - 2*(b & b/2097152))) & 2097151) AS covariate_id +FROM ( + SELECT 380844 AS a, + 2821462 AS b +) tmp; +" +DatabaseConnector::renderTranslateQuerySql(connection, sql) +# # COVARIATE_ID +# 1 248934763863 + + DatabaseConnector::disconnect(connection) diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql index 4b6c6827..b07bc05b 100644 --- a/inst/sql/sql_server/MeasObsValueAsConcept.sql +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -1,12 +1,13 @@ -- Feature construction +-- For description of covariate_id computation, see extras/TestHashForPostcoordinatedConcepts.R DROP TABLE IF EXISTS #temp_features; DROP TABLE IF EXISTS #no_collisions; {@aggregated} ? { SELECT @domain_concept_id, value_as_concept_id, - ((((@domain_concept_id | @domain_concept_id/262144) - (@domain_concept_id & @domain_concept_id/262144)) & 262143)*2097152 + - (((value_as_concept_id | value_as_concept_id/2097152) - (value_as_concept_id & value_as_concept_id/2097152)) & 2097151))*1000 + @analysis_id AS covariate_id, + ((CAST(@domain_concept_id + CAST(@domain_concept_id/262144 AS BIGINT) - 2*(CAST(@domain_concept_id AS BIGINT) & CAST(@domain_concept_id/262144 AS BIGINT)) AS BIGINT) & 262143)*2097152 + + (CAST(value_as_concept_id + CAST(value_as_concept_id/2097152 AS BIGINT) - 2*(CAST(value_as_concept_id AS BIGINT) & CAST(value_as_concept_id/2097152 AS BIGINT)) AS BIGINT) & 2097151)) * 1000 + @analysis_id AS covariate_id, {@temporal} ? { time_id, } @@ -24,8 +25,8 @@ FROM ( cohort_definition_id, cohort.@row_id_field AS row_id } : { - ((((@domain_concept_id | @domain_concept_id/262144) - (@domain_concept_id & @domain_concept_id/262144)) & 262143)*2097152 + - (((value_as_concept_id | value_as_concept_id/2097152) - (value_as_concept_id & value_as_concept_id/2097152)) & 2097151))*1000 + @analysis_id AS covariate_id, + ((CAST(@domain_concept_id + CAST(@domain_concept_id/262144 AS BIGINT) - 2*(CAST(@domain_concept_id AS BIGINT) & CAST(@domain_concept_id/262144 AS BIGINT)) AS BIGINT) & 262143)*2097152 + + (CAST(value_as_concept_id + CAST(value_as_concept_id/2097152 AS BIGINT) - 2*(CAST(value_as_concept_id AS BIGINT) & CAST(value_as_concept_id/2097152 AS BIGINT)) AS BIGINT) & 2097151)) * 1000 + @analysis_id AS covariate_id, cohort.@row_id_field AS row_id INTO #temp_features } From acb4c44ab148c408bcb21583ff387717c7c4a951 Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 12:13:07 +0200 Subject: [PATCH 05/11] Add simple unit test for postcoordinated concept features --- inst/sql/sql_server/MeasObsValueAsConcept.sql | 1 + tests/testthat/test-PostcoordConcepts.R | 65 +++++++++++++++++++ 2 files changed, 66 insertions(+) create mode 100644 tests/testthat/test-PostcoordConcepts.R diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql index b07bc05b..39d1913b 100644 --- a/inst/sql/sql_server/MeasObsValueAsConcept.sql +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -44,6 +44,7 @@ FROM ( AND @domain_concept_id != 0 } AND value_as_concept_id IS NOT NULL + AND value_as_concept_id != 0 {@excluded_concept_table != ''} ? { AND @domain_concept_id NOT IN (SELECT id FROM @excluded_concept_table)} {@included_concept_table != ''} ? { AND @domain_concept_id IN (SELECT id FROM @included_concept_table)} {@cohort_definition_id != -1} ? { AND cohort.cohort_definition_id IN (@cohort_definition_id)} diff --git a/tests/testthat/test-PostcoordConcepts.R b/tests/testthat/test-PostcoordConcepts.R new file mode 100644 index 00000000..e497fbb5 --- /dev/null +++ b/tests/testthat/test-PostcoordConcepts.R @@ -0,0 +1,65 @@ +library(testthat) +library(FeatureExtraction) +library(dplyr) + +test_that("Postcoordinated concepts on Eunomia", { + # eunomiaConnection <- DatabaseConnector::connect(Eunomia::getEunomiaConnectionDetails()) + cohort <- data.frame( + cohortDefinitionId = c(1, 1, 1, 1), + cohortStartDate = as.Date(c("2000-02-01", "2000-08-01", "2000-02-01", "2000-01-02")), + cohortEndDate = as.Date(c("2000-02-14", "2000-09-14", "2000-02-01", "2000-01-02")), + subjectId = c(1, 2, 3, 4) + ) + DatabaseConnector::insertTable( + connection = eunomiaConnection, + tableName = "#cohort", + data = cohort, + dropTableIfExists = TRUE, + tempTable = TRUE, + createTable = TRUE, + progressBar = FALSE, + camelCaseToSnakeCase = TRUE + ) + measurement <- data.frame( + measurementId = c(0, 0, 0, 0), + measurementTypeConceptId = c(0, 0, 0, 0), + personId = c(1, 1, 3, 4), + measurementConceptId = c(3000963, 3000963, 3000963, 3000963), + valueAsConceptId = c(4083207, 4084765, 4084765, 4084765), + measurementDate = as.Date(c("2000-01-14", "2000-01-01", "2000-01-14", "2000-01-01")) + ) + DatabaseConnector::insertTable( + connection = eunomiaConnection, + tableName = "measurement", + databaseSchema = "main", + data = measurement, + dropTableIfExists = FALSE, + tempTable = FALSE, + createTable = FALSE, + progressBar = FALSE, + camelCaseToSnakeCase = TRUE + ) + settings <- createCovariateSettings(useMeasurementValueAsConceptShortTerm = TRUE, + shortTermStartDays = -30) + + covariateData <- getDbCovariateData( + connection = eunomiaConnection, + cdmDatabaseSchema = "main", + cohortTable = "#cohort", + cohortTableIsTemp = TRUE, + covariateSettings = settings + ) + covariates <- covariateData$covariates%>% + collect() + expect_equal(covariates$rowId, c(1, 3, 4)) + expect_equal(covariates$covariateId, c(246174076422716, 246174077980716, 246174077980716)) + expect_equal(covariates$covariateValue, c(1, 1, 1)) + + covariateRef <- covariateData$covariateRef %>% + collect() + expect_equal(covariateRef$covariateId, c(246174076422716, 246174077980716)) + + analysisRef <- covariateData$analysisRef %>% + collect() + expect_equal(analysisRef$analysisId, 716) +}) \ No newline at end of file From e68fd57b35df94e36bea657af031acaab1336e26 Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 12:25:34 +0200 Subject: [PATCH 06/11] Adding valueAsConceptId to covariate reference table --- inst/java/FeatureExtraction.jar | Bin 0 -> 69716 bytes inst/java/featureExtraction-3.5.0-SNAPSHOT.jar | Bin 82944 -> 0 bytes inst/java/featureExtraction-3.5.1-SNAPSHOT.jar | Bin 0 -> 84436 bytes .../sql_server/CreateCovAnalysisRefTables.sql | 3 ++- inst/sql/sql_server/MeasObsValueAsConcept.sql | 6 ++++-- .../featureExtraction/FeatureExtraction.java | 2 +- tests/testthat/test-PostcoordConcepts.R | 2 ++ 7 files changed, 9 insertions(+), 4 deletions(-) create mode 100644 inst/java/FeatureExtraction.jar delete mode 100644 inst/java/featureExtraction-3.5.0-SNAPSHOT.jar create mode 100644 inst/java/featureExtraction-3.5.1-SNAPSHOT.jar diff --git a/inst/java/FeatureExtraction.jar b/inst/java/FeatureExtraction.jar new file mode 100644 index 0000000000000000000000000000000000000000..095e20a38172395684888f5b9ed9de3a2ccb926c GIT binary patch literal 69716 zcma&NV~l8R(7&UkO6=JWJHt&Xe4As>0|_CB}7G(lxbx|zb60y9%ZH` zrKMXa<{}XynCXTKqj&wo>jwVVL&L*^fzvZazI%V?1`<{G9PCp4q7cEacl~`!T zBnHO@KpQf87|OE4-~=S&ofl*L{JGgK01O--LOWjDw(GOAbGvrlOPptp!f01WFLpR7 z^+issV4W9bg*Rc&-l&u^IwAI*z}^koN2YzE+OFTUhyK#71Ishu7wYts_#|etFEYdY zP-f4LUlo`LEF&+iV)+bK1AIkrh*>utoED+~l>OrOtVSu>J0`x88xc(F*~RHOcf@ES zIoXq78;-#(Vt3(gy%Wl7LT;TH%f@K+q$VWR*yCPQ85zUub;x6Xr>c23(HsOH%fxSm 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zzjQKuQAa8Xk%FDAlf}gn(A9fsma_zV8w&nfHfyh-N`pzSKqGc)|A?N0jj*vr~V0gI$SpMQ0wlf2WO@Z1o56oJBN56S?J^GR-W>t{wrE~gMOJmeFA=3}g zS{~4v?uW|2JJip);Cl4s(zww2y0Vbl;*+8Q%C``(%maRZUQj>&;_In@$HBRdRY(#$ zu?T304GeF;YnWMiJ?pZDsvwiUwji(O8-+{z6dP!a6Gk_#G{`sA*HfjK9&S>U#X|VWR%UyAmzo7cX$>54=mU6Ry&(dV2pw!(F|ecB!}d>G%CA^{R{8UsT7f z>#4tO6kOXgT=6sc3n{X9J@Q{(C$DOG)o<1>>LS?Q?!%iKwr~UcPt#SnFJcUfo6h1?^?H9(w(r@>TBD&B9+?KIZGWzx4<|w+@x% X;DE^su*(hnVB-Lf+#J9I0L=dbG4lt6 literal 0 HcmV?d00001 diff --git a/inst/sql/sql_server/CreateCovAnalysisRefTables.sql b/inst/sql/sql_server/CreateCovAnalysisRefTables.sql index 1ac06290..78e2e1ef 100644 --- a/inst/sql/sql_server/CreateCovAnalysisRefTables.sql +++ b/inst/sql/sql_server/CreateCovAnalysisRefTables.sql @@ -8,7 +8,8 @@ CREATE TABLE #cov_ref ( covariate_id BIGINT, covariate_name VARCHAR(512), analysis_id INT, - concept_id INT + concept_id INT, + value_as_concept_id INT ); CREATE TABLE #analysis_ref ( diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql index 39d1913b..62469c2e 100644 --- a/inst/sql/sql_server/MeasObsValueAsConcept.sql +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -95,7 +95,8 @@ INSERT INTO #cov_ref ( covariate_id, covariate_name, analysis_id, - concept_id + concept_id, + value_as_concept_id ) SELECT covariate_id, {@temporal} ? { @@ -120,7 +121,8 @@ SELECT covariate_id, } } @analysis_id AS analysis_id, - no_collisions.@domain_concept_id AS concept_id + no_collisions.@domain_concept_id AS concept_id, + no_collisions.value_as_concept_id AS concept_id FROM ( SELECT covariate_id, @domain_concept_id, diff --git a/java/org/ohdsi/featureExtraction/FeatureExtraction.java b/java/org/ohdsi/featureExtraction/FeatureExtraction.java index 4ce142d3..0a49fc5b 100644 --- a/java/org/ohdsi/featureExtraction/FeatureExtraction.java +++ b/java/org/ohdsi/featureExtraction/FeatureExtraction.java @@ -644,7 +644,7 @@ public static String createSql(String settings, boolean aggregated, String cohor } jsonWriter.key("sqlQueryFeatureRef"); - jsonWriter.value("SELECT covariate_id, covariate_name, analysis_id, concept_id FROM #cov_ref"); + jsonWriter.value("SELECT covariate_id, covariate_name, analysis_id, concept_id, value_as_concept_id FROM #cov_ref"); jsonWriter.key("sqlQueryAnalysisRef"); if (temporal) { diff --git a/tests/testthat/test-PostcoordConcepts.R b/tests/testthat/test-PostcoordConcepts.R index e497fbb5..3c082cbb 100644 --- a/tests/testthat/test-PostcoordConcepts.R +++ b/tests/testthat/test-PostcoordConcepts.R @@ -58,6 +58,8 @@ test_that("Postcoordinated concepts on Eunomia", { covariateRef <- covariateData$covariateRef %>% collect() expect_equal(covariateRef$covariateId, c(246174076422716, 246174077980716)) + expect_equal(covariateRef$conceptId, c(3000963, 3000963)) + expect_equal(covariateRef$valueAsConceptId, c(4083207, 4084765)) analysisRef <- covariateData$analysisRef %>% collect() From e833f8e3b05cc1e8792c91bc69176c251d1e6603 Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 13:08:53 +0200 Subject: [PATCH 07/11] Forgot to skip when not testing on Eunomia --- tests/testthat/test-PostcoordConcepts.R | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/testthat/test-PostcoordConcepts.R b/tests/testthat/test-PostcoordConcepts.R index 3c082cbb..db718a40 100644 --- a/tests/testthat/test-PostcoordConcepts.R +++ b/tests/testthat/test-PostcoordConcepts.R @@ -3,6 +3,7 @@ library(FeatureExtraction) library(dplyr) test_that("Postcoordinated concepts on Eunomia", { + skip_if_not(dbms == "sqlite" && exists("eunomiaConnection")) # eunomiaConnection <- DatabaseConnector::connect(Eunomia::getEunomiaConnectionDetails()) cohort <- data.frame( cohortDefinitionId = c(1, 1, 1, 1), From de42663746369b364e2f2e6f60480c11cb7a6baa Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 13:16:15 +0200 Subject: [PATCH 08/11] Updating Java checksum --- inst/csv/jarChecksum.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/inst/csv/jarChecksum.txt b/inst/csv/jarChecksum.txt index d4ce43e9..2de93994 100644 --- a/inst/csv/jarChecksum.txt +++ b/inst/csv/jarChecksum.txt @@ -1 +1 @@ -e845776794702d10f003c7dc9f5bcfebdd96eb0ac4ab7dd774df4dcb37eb4c00 +9d2ddedfa8b664dc76e88b98f74a275ccda915e6166d0d7a0f5adcc974f76cc9 From 42ef478fc5f7d3da0b8abe181233f79bdcc85011 Mon Sep 17 00:00:00 2001 From: schuemie Date: Tue, 28 May 2024 15:45:51 +0200 Subject: [PATCH 09/11] Changing temp cohort table name to prevent interference with other unit tests --- tests/testthat/test-PostcoordConcepts.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/testthat/test-PostcoordConcepts.R b/tests/testthat/test-PostcoordConcepts.R index db718a40..41ae7214 100644 --- a/tests/testthat/test-PostcoordConcepts.R +++ b/tests/testthat/test-PostcoordConcepts.R @@ -13,7 +13,7 @@ test_that("Postcoordinated concepts on Eunomia", { ) DatabaseConnector::insertTable( connection = eunomiaConnection, - tableName = "#cohort", + tableName = "#pcc_cohort", data = cohort, dropTableIfExists = TRUE, tempTable = TRUE, @@ -46,7 +46,7 @@ test_that("Postcoordinated concepts on Eunomia", { covariateData <- getDbCovariateData( connection = eunomiaConnection, cdmDatabaseSchema = "main", - cohortTable = "#cohort", + cohortTable = "#pcc_cohort", cohortTableIsTemp = TRUE, covariateSettings = settings ) From 96f727919f7fd8d22e5966b7c7d2ec8da7e91366 Mon Sep 17 00:00:00 2001 From: schuemie Date: Fri, 31 May 2024 05:51:25 +0200 Subject: [PATCH 10/11] Referencing newly released SqlRender version --- DESCRIPTION | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 2f44969d..de441475 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -23,7 +23,7 @@ Imports: dplyr, rJava, jsonlite, - SqlRender (>= 1.17.1), + SqlRender (>= 1.18.0), ParallelLogger (>= 2.0.2), cli, pillar, @@ -40,8 +40,6 @@ Suggests: withr, curl, httr -Remotes: - ohdsi/SqlRender@develop License: Apache License 2.0 VignetteBuilder: knitr URL: https://github.com/OHDSI/FeatureExtraction From be1c4660325969b3173f6aeaf65959e348a8bc82 Mon Sep 17 00:00:00 2001 From: Admin_mschuemi Date: Tue, 18 Jun 2024 04:14:47 -0400 Subject: [PATCH 11/11] Swithing covariate ID hashing algorithm. Throwing warning when collision detected --- R/GetDefaultCovariates.R | 7 + extras/TestHashForPostcoordinatedConcepts.R | 176 ++++++------------ extras/uniquePcCombos.rds | Bin 0 -> 268090 bytes inst/csv/jarChecksum.txt | 2 +- inst/java/FeatureExtraction.jar | Bin 69716 -> 86288 bytes .../java/featureExtraction-3.5.1-SNAPSHOT.jar | Bin 84436 -> 0 bytes .../sql_server/CreateCovAnalysisRefTables.sql | 3 +- inst/sql/sql_server/MeasObsValueAsConcept.sql | 33 ++-- .../featureExtraction/FeatureExtraction.java | 2 +- tests/testthat/test-PostcoordConcepts.R | 44 ++++- 10 files changed, 134 insertions(+), 133 deletions(-) create mode 100644 extras/uniquePcCombos.rds delete mode 100644 inst/java/featureExtraction-3.5.1-SNAPSHOT.jar diff --git a/R/GetDefaultCovariates.R b/R/GetDefaultCovariates.R index cb937238..d1d38013 100644 --- a/R/GetDefaultCovariates.R +++ b/R/GetDefaultCovariates.R @@ -171,6 +171,13 @@ getDbDefaultCovariateData <- function(connection, andromedaTableName = "covariateRef", snakeCaseToCamelCase = TRUE ) + collisions <- covariateData$covariateRef %>% + filter(collisions > 0) %>% + collect() + if (nrow(collisions) > 0) { + warning(sprintf("Collisions in covariate IDs detected for post-coordinated concepts with covariate IDs %s", + paste(collisions$covariateId, paste = ", "))) + } # Analysis reference sql <- SqlRender::translate( diff --git a/extras/TestHashForPostcoordinatedConcepts.R b/extras/TestHashForPostcoordinatedConcepts.R index 39b0fbb5..85da36d0 100644 --- a/extras/TestHashForPostcoordinatedConcepts.R +++ b/extras/TestHashForPostcoordinatedConcepts.R @@ -5,132 +5,59 @@ # Below is some code evaluating how likely we are to have collisions in covariate IDs (the same # covariate ID for different concept_id - value_as_concept_id pairs). Although collisions are # unlikely, they may occur. In general we are not concerned, as most covariates are used for -# predicition or confounder adjustment, and this may simply lead to one covariate (out of tens +# prediction or confounder adjustment, and this may simply lead to one covariate (out of tens # of thousands) being less predictive. - -# Get all possible concept IDs from the vocabulary ----------------------------- -connectionDetails = DatabaseConnector::createConnectionDetails( - dbms = "redshift", - connectionString = keyring::key_get("redShiftConnectionStringOhdaJmdc"), - user = keyring::key_get("redShiftUserName"), - password = keyring::key_get("redShiftPassword") -) -cdmDatabaseSchema <- "cdm_jmdc_v2906" - -connection <- DatabaseConnector::connect(connectionDetails) -sql <- " -SELECT concept_id -FROM @cmd_database_Schema.concept -WHERE standard_concept = 'S' -{@domain_id != ''} ? { - AND domain_id = '@domain_id' -};" -observationConceptIds <- DatabaseConnector::renderTranslateQuerySql( - connection = connection, - sql = sql, - cmd_database_Schema = cdmDatabaseSchema, - domain_id = "Observation" -) -observationConceptIds <- observationConceptIds[, 1] - -conceptIds <- DatabaseConnector::renderTranslateQuerySql( - connection = connection, - sql = sql, - cmd_database_Schema = cdmDatabaseSchema, - domain_id = "" -) -conceptIds <- conceptIds[, 1] - -measurementConceptIds <- DatabaseConnector::renderTranslateQuerySql( - connection = connection, - sql = sql, - cmd_database_Schema = cdmDatabaseSchema, - domain_id = "Measurement" -) -measurementConceptIds <- measurementConceptIds[, 1] - -measurementValueConceptIds <- DatabaseConnector::renderTranslateQuerySql( - connection = connection, - sql = sql, - cmd_database_Schema = cdmDatabaseSchema, - domain_id = "Meas Value" -) -measurementValueConceptIds <- measurementValueConceptIds[, 1] -DatabaseConnector::disconnect(connection) - -# Get universe of observed concept IDs in OHDSI -------------------------------- -connectionDetails = DatabaseConnector::createConnectionDetails( - dbms = "postgresql", - server = paste(Sys.getenv("phoebedbServer"), - Sys.getenv("phoebedb"), - sep = "/"), - user = Sys.getenv("phoebedbUser"), - password = Sys.getenv("phoebedbPw") -) -connection <- DatabaseConnector::connect(connectionDetails) -sql <- "SELECT concept_id FROM concept_prevalence.universe;" -universeConceptIds <- DatabaseConnector::renderTranslateQuerySql( - connection = connection, - sql = sql -) -universeConceptIds <- universeConceptIds[, 1] -DatabaseConnector::disconnect(connection) - -# Evaluate number of collisions with various settings -------------------------- -hash <- function(value, bits) { +# Check in JnJ network --------------------------------------------------------- +uniquePcCombos <- readRDS("extras/uniquePcCombos.rds") +hash1 <- function(value, bits) { power <- 2^bits return(bitwAnd(bitwXor(value, value / power), power-1)) } -evaluateBitSizes <- function(bits1, bits2, restrictToUniverse) { - if (restrictToUniverse) { - conceptIdsO1 <- intersect(observationConceptIds, universeConceptIds) - conceptIdsO2 <- intersect(conceptIds, universeConceptIds) - conceptIdsM1 <- intersect(measurementConceptIds, universeConceptIds) - # Measurement values were not included in concept prevalence study: - conceptIdsM2 <- measurementValueConceptIds - } else { - conceptIdsO1 <- observationConceptIds - conceptIdsO2 <- conceptIds - conceptIdsM1 <- measurementConceptIds - conceptIdsM2 <- measurementValueConceptIds - } - hashCodesO1 <- hash(conceptIdsO1, bits1) - hashCodesO2 <- hash(conceptIdsO2, bits2) - hashCodesM1 <- hash(conceptIdsM1, bits1) - hashCodesM2 <- hash(conceptIdsM2, bits2) - # Not enough memory to hold all combinations of O1 and O2 or M1 and M2, so sampling: - hashCodesO <- expand.grid(sample(hashCodesO1, min(1000, length(hashCodesO1))), sample(hashCodesO2, min(1000, length(hashCodesO2)))) - hashCodesO <- hashCodesO[, 1] * 2 ^ bits2 + hashCodesO[, 2] - hashCodesM <- expand.grid(sample(hashCodesM1, min(1000, length(hashCodesM1))), sample(hashCodesM2, min(1000, length(hashCodesM2)))) - hashCodesM <- hashCodesM[, 1] * 2 ^ bits2 + hashCodesM[, 2] - writeLines(sprintf("Collision percents: O1: %0.2f%%, O2: %0.2f%%, O1&O2: %0.2f%%, M1: %0.2f%%, M2: %0.2f%%, M1&M2: %0.2f%%", - 100 * mean(duplicated(hashCodesO1)), - 100 * mean(duplicated(hashCodesO2)), - 100 * mean(duplicated(hashCodesO)), - 100 * mean(duplicated(hashCodesM1)), - 100 * mean(duplicated(hashCodesM2)), - 100 * mean(duplicated(hashCodesM)))) +hash2 <- function(value, bits) { + # Use Andromeda / SQLite for intermediate steps requiring 64-bit integers: + a <- Andromeda::andromeda(a = data.frame(value = as.integer(value))) + shift <- 2^(32-bits) + mask <- (2^bits) - 1 + sql <- sprintf("SELECT CAST((2654435769 * value / %s) & %s AS INT) AS hash FROM a;", shift, mask) + hash <- RSQLite::dbGetQuery(a, sql) + return(hash$hash) } -evaluateBitSizes(21, 21, FALSE) -# Collision percents: O1: 1.92%, O2: 46.31%, O1&O2: 0.00%, M1: 4.04%, M2: 0.03%, M1&M2: 0.00% - -evaluateBitSizes(21, 21, TRUE) -# Collision percents: O1: 0.00%, O2: 0.45%, O1&O2: 0.00%, M1: 0.00%, M2: 0.03%, M1&M2: 0.00% - -evaluateBitSizes(18, 24, FALSE) -# Collision percents: O1: 17.19%, O2: 9.11%, O1&O2: 0.10%, M1: 30.19%, M2: 0.00%, M1&M2: 0.20% -evaluateBitSizes(18, 24, TRUE) -# Collision percents: O1: 0.00%, O2: 0.00%, O1&O2: 0.00%, M1: 0.00%, M2: 0.00%, M1&M2: 0.00% - -# Demonstration in RSQLite ----------------------------------------------------- +cid <- paste(hash1(uniquePcCombos$conceptId, 18), hash1(uniquePcCombos$valueAsConceptId, 21), uniquePcCombos$table) +sum(duplicated(cid)) +# [1] 750 +sum(duplicated(cid)) / nrow(uniquePcCombos) +# [1] 0.004121423 + +cid <- paste(hash2(uniquePcCombos$conceptId, 20), hash2(uniquePcCombos$valueAsConceptId, 22), uniquePcCombos$table) +sum(duplicated(cid)) +# [1] 27 +sum(duplicated(cid)) / nrow(uniquePcCombos) +# [1] 0.0001483712 + +cid <- hash2(uniquePcCombos$conceptId, 20) * 4194304000 + hash2(uniquePcCombos$valueAsConceptId, 22) * 1000 + as.integer(uniquePcCombos$table == "measurement") +sum(duplicated(cid)) + +# Find a duplicate for testing: +uniquePcCombos$cid <- cid +dups <- cid[duplicated(cid)] +dups <- uniquePcCombos[cid %in% dups, ] +dups <- dups[order(dups$cid), ] +dups[1:2, ] +# # A tibble: 2 x 4 +# conceptId valueAsConceptId table cid +# +# 1 3048564 4069590 measurement 7.41e14 +# 2 40483078 4069590 measurement 7.41e14 + +# Demonstration of hash algorithm 1 in RSQLite --------------------------------- connection <- DatabaseConnector::connect(dbms = "sqlite", server = ":memory:") # For reference: -hash(380844, 18) * 2^21 + hash(2821462, 21) +hash1(380844, 18) * 2^21 + hash1(2821462, 21) # [1] 248934763863 # XOR not available in SQLite, but can implement using (a|b)-(a&b) @@ -162,4 +89,25 @@ DatabaseConnector::renderTranslateQuerySql(connection, sql) # 1 248934763863 +DatabaseConnector::disconnect(connection) + +# Demonstration of hash algorithm 2 in RSQLite --------------------------------- +connection <- DatabaseConnector::connect(dbms = "sqlite", server = ":memory:") + +# For reference: +format(hash2(380844, 20) * 2^22 + hash2(2821462, 22), scientific = FALSE) +# [1] 2358966384914 + +sql <- " +SELECT ((2654435769 * a / 4096) & 1048575)*4194304 + + ((2654435769 * b / 1024) & 4194303) AS covariate_id +FROM ( + SELECT 380844 AS a, + 2821462 AS b +) tmp; +" +format(DatabaseConnector::renderTranslateQuerySql(connection, sql)[1, 1], scientific = FALSE) +# # COVARIATE_ID +# 1 2358966384914 + DatabaseConnector::disconnect(connection) diff --git a/extras/uniquePcCombos.rds b/extras/uniquePcCombos.rds new file mode 100644 index 0000000000000000000000000000000000000000..16dff7f156a343f5fb1fecb7b46eda729bccc579 GIT binary patch literal 268090 zcmd>_`#Tf<`^O!&vCSOje4d#(GiR1Cr#5EflylC95^^X>VTMKrHZi9fNl4{X4pHV% zQ)tnFqL4IFNh%6`_Wu4G-(9<|?YHgPUa$LpKA-pFRxJ|d`@aWh?X_TO@XEbk-<99q 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zzjQKuQAa8Xk%FDAlf}gn(A9fsma_zV8w&nfHfyh-N`pzSKqGc)|A?N0jj*vr~V0gI$SpMQ0wlf2WO@Z1o56oJBN56S?J^GR-W>t{wrE~gMOJmeFA=3}g zS{~4v?uW|2JJip);Cl4s(zww2y0Vbl;*+8Q%C``(%maRZUQj>&;_In@$HBRdRY(#$ zu?T304GeF;YnWMiJ?pZDsvwiUwji(O8-+{z6dP!a6Gk_#G{`sA*HfjK9&S>U#X|VWR%UyAmzo7cX$>54=mU6Ry&(dV2pw!(F|ecB!}d>G%CA^{R{8UsT7f z>#4tO6kOXgT=6sc3n{X9J@Q{(C$DOG)o<1>>LS?Q?!%iKwr~UcPt#SnFJcUfo6h1?^?H9(w(r@>TBD&B9+?KIZGWzx4<|w+@x% X;DE^su*(hnVB-Lf+#J9I0L=dbG4lt6 diff --git a/inst/sql/sql_server/CreateCovAnalysisRefTables.sql b/inst/sql/sql_server/CreateCovAnalysisRefTables.sql index 78e2e1ef..1830b623 100644 --- a/inst/sql/sql_server/CreateCovAnalysisRefTables.sql +++ b/inst/sql/sql_server/CreateCovAnalysisRefTables.sql @@ -9,7 +9,8 @@ CREATE TABLE #cov_ref ( covariate_name VARCHAR(512), analysis_id INT, concept_id INT, - value_as_concept_id INT + value_as_concept_id INT, + collisions INT ); CREATE TABLE #analysis_ref ( diff --git a/inst/sql/sql_server/MeasObsValueAsConcept.sql b/inst/sql/sql_server/MeasObsValueAsConcept.sql index 62469c2e..ac88fc32 100644 --- a/inst/sql/sql_server/MeasObsValueAsConcept.sql +++ b/inst/sql/sql_server/MeasObsValueAsConcept.sql @@ -6,8 +6,9 @@ DROP TABLE IF EXISTS #no_collisions; {@aggregated} ? { SELECT @domain_concept_id, value_as_concept_id, - ((CAST(@domain_concept_id + CAST(@domain_concept_id/262144 AS BIGINT) - 2*(CAST(@domain_concept_id AS BIGINT) & CAST(@domain_concept_id/262144 AS BIGINT)) AS BIGINT) & 262143)*2097152 + - (CAST(value_as_concept_id + CAST(value_as_concept_id/2097152 AS BIGINT) - 2*(CAST(value_as_concept_id AS BIGINT) & CAST(value_as_concept_id/2097152 AS BIGINT)) AS BIGINT) & 2097151)) * 1000 + @analysis_id AS covariate_id, + (CAST(@domain_concept_id * 2654435769 / 4096 AS BIGINT) & 1048575)*4194304000 + + (CAST(value_as_concept_id * 2654435769 / 1024 AS BIGINT) & 4194303)*1000 + + @analysis_id AS covariate_id, {@temporal} ? { time_id, } @@ -25,8 +26,9 @@ FROM ( cohort_definition_id, cohort.@row_id_field AS row_id } : { - ((CAST(@domain_concept_id + CAST(@domain_concept_id/262144 AS BIGINT) - 2*(CAST(@domain_concept_id AS BIGINT) & CAST(@domain_concept_id/262144 AS BIGINT)) AS BIGINT) & 262143)*2097152 + - (CAST(value_as_concept_id + CAST(value_as_concept_id/2097152 AS BIGINT) - 2*(CAST(value_as_concept_id AS BIGINT) & CAST(value_as_concept_id/2097152 AS BIGINT)) AS BIGINT) & 2097151)) * 1000 + @analysis_id AS covariate_id, + (CAST(@domain_concept_id * 2654435769 / 4096 AS BIGINT) & 1048575)*4194304000 + + (CAST(value_as_concept_id * 2654435769 / 1024 AS BIGINT) & 4194303)*1000 + + @analysis_id AS covariate_id, cohort.@row_id_field AS row_id INTO #temp_features } @@ -66,13 +68,19 @@ GROUP BY @domain_concept_id, SELECT covariate_id, MIN(@domain_concept_id) AS @domain_concept_id, - MIN(value_as_concept_id) AS value_as_concept_id + MIN(value_as_concept_id) AS value_as_concept_id, + COUNT(*) - 1 AS collisions INTO #no_collisions -FROM #temp_features +FROM ( + SELECT DISTINCT + covariate_id, + @domain_concept_id, + value_as_concept_id + FROM #temp_features + ) tmp GROUP BY covariate_id; -SELECT - temp_features.covariate_id, +SELECT temp_features.covariate_id, {@temporal} ? { time_id, } @@ -96,7 +104,8 @@ INSERT INTO #cov_ref ( covariate_name, analysis_id, concept_id, - value_as_concept_id + value_as_concept_id, + collisions ) SELECT covariate_id, {@temporal} ? { @@ -122,11 +131,13 @@ SELECT covariate_id, } @analysis_id AS analysis_id, no_collisions.@domain_concept_id AS concept_id, - no_collisions.value_as_concept_id AS concept_id + no_collisions.value_as_concept_id AS concept_id, + no_collisions.collisions FROM ( SELECT covariate_id, @domain_concept_id, - value_as_concept_id + value_as_concept_id, + collisions FROM #no_collisions ) no_collisions LEFT JOIN @cdm_database_schema.concept c1 diff --git a/java/org/ohdsi/featureExtraction/FeatureExtraction.java b/java/org/ohdsi/featureExtraction/FeatureExtraction.java index 0a49fc5b..7094c012 100644 --- a/java/org/ohdsi/featureExtraction/FeatureExtraction.java +++ b/java/org/ohdsi/featureExtraction/FeatureExtraction.java @@ -644,7 +644,7 @@ public static String createSql(String settings, boolean aggregated, String cohor } jsonWriter.key("sqlQueryFeatureRef"); - jsonWriter.value("SELECT covariate_id, covariate_name, analysis_id, concept_id, value_as_concept_id FROM #cov_ref"); + jsonWriter.value("SELECT covariate_id, covariate_name, analysis_id, concept_id, value_as_concept_id, collisions FROM #cov_ref"); jsonWriter.key("sqlQueryAnalysisRef"); if (temporal) { diff --git a/tests/testthat/test-PostcoordConcepts.R b/tests/testthat/test-PostcoordConcepts.R index 41ae7214..1b7c116f 100644 --- a/tests/testthat/test-PostcoordConcepts.R +++ b/tests/testthat/test-PostcoordConcepts.R @@ -51,18 +51,52 @@ test_that("Postcoordinated concepts on Eunomia", { covariateSettings = settings ) covariates <- covariateData$covariates%>% - collect() + collect() %>% + arrange(rowId) expect_equal(covariates$rowId, c(1, 3, 4)) - expect_equal(covariates$covariateId, c(246174076422716, 246174077980716, 246174077980716)) + expect_equal(covariates$covariateId, c(583329995308716, 583329563103716, 583329563103716)) expect_equal(covariates$covariateValue, c(1, 1, 1)) covariateRef <- covariateData$covariateRef %>% - collect() - expect_equal(covariateRef$covariateId, c(246174076422716, 246174077980716)) + collect() %>% + arrange(covariateId) + expect_equal(covariateRef$covariateId, c(583329563103716, 583329995308716)) expect_equal(covariateRef$conceptId, c(3000963, 3000963)) - expect_equal(covariateRef$valueAsConceptId, c(4083207, 4084765)) + expect_equal(covariateRef$valueAsConceptId, c(4084765, 4083207)) analysisRef <- covariateData$analysisRef %>% collect() expect_equal(analysisRef$analysisId, 716) + + # Introduce collisions + measurement <- data.frame( + measurementId = c(0, 0, 0, 0), + measurementTypeConceptId = c(0, 0, 0, 0), + personId = c(1, 1, 3, 4), + measurementConceptId = c(3048564, 3048564, 40483078, 40483078), + valueAsConceptId = c(4069590, 4069590, 4069590, 4069590), + measurementDate = as.Date(c("2000-01-14", "2000-01-01", "2000-01-14", "2000-01-01")) + ) + DatabaseConnector::insertTable( + connection = eunomiaConnection, + tableName = "measurement", + databaseSchema = "main", + data = measurement, + dropTableIfExists = FALSE, + tempTable = FALSE, + createTable = FALSE, + progressBar = FALSE, + camelCaseToSnakeCase = TRUE + ) + settings <- createCovariateSettings(useMeasurementValueAsConceptShortTerm = TRUE, + shortTermStartDays = -30) + + expect_warning({covariateData <- getDbCovariateData( + connection = eunomiaConnection, + cdmDatabaseSchema = "main", + cohortTable = "#pcc_cohort", + cohortTableIsTemp = TRUE, + covariateSettings = settings + )}, + "Collisions") }) \ No newline at end of file