Run checks
library(DrugExposureDiagnostics)
library(dplyr)
# acetaminophen concept id is 1125315
acetaminophen <- 1125315
cdm <- getEunomiaCdm(ingredientId = acetaminophen)
acetaminophen_checks <- executeChecks(cdm = cdm,
ingredients = acetaminophen,
checks = c("missing", "exposureDuration", "type", "route", "sourceConcept", "daysSupply", "verbatimEndDate",
"dose", "sig", "quantity", "histogram", "diagnosticsSummary"))Diagnostics summary
acetaminophen_checks$diagnosticsSummary %>%
glimpse()
#> Rows: 1
#> Columns: 13
#> Rowwise:
#> $ ingredient <chr> "Acetaminoph…
#> $ ingredient_concept_id <dbl> 1125315
#> $ n_records <int> 2470
#> $ n_patients <int> 1740
#> $ proportion_of_records_by_drug_type <chr> "NA (59, 100…
#> $ proportion_of_records_by_route_type <chr> "No matching…
#> $ proportion_of_records_with_dose_form <glue> "0 (0%)"
#> $ proportion_of_records_missing_denominator_unit_concept_id <glue> "0 (0%)"
#> $ median_amount_value_q05_q95 <glue> "1 (1-1) [0,…
#> $ median_quantity_q05_q95 <glue> "0 (0-0) [59…
#> $ median_drug_exposure_days_q05_q95 <glue> "1 (1-1) [59…
#> $ proportion_of_records_with_negative_drug_exposure_days <glue> "0 (0%)"
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| n_records | Number of records in the database for the ingredient or any of its descendants. Note, this count is generated before any sampling used for other checks. |
| proportion_of_records_with_dose_form | Proportion of drug records with an associated dose form. |
| proportion_of_records_by_route_type | Proportion of drug records by associated route type. |
| proportion_of_records_by_drug_type | Proportion of drug records by drug types (drug types indicate whether the drug was a prescription record, a dispensation record, patient-reported, or so on). |
| proportion_of_records_with_negative_drug_exposure_days | Proportion of drug records where drug exposure end date is before drug exposure start date. |
| median_drug_exposure_days_q05_q95 | Median drug exposure days based on drug exposure end date minus drug exposure start date plus one day. |
| proportion_of_records_missing_days_supply_or_dates | Proportion of drug records missing any of drug exposure start date, drug exposure end date, or days supply. |
| median_quantity_q05_q95 | Median quantity recorded for quantity, along with 5th and 95th quantiles. |
| proportion_of_records_missing_denominator_unit_concept_id | Proportion of drug records missing a denominator unit concept id |
| median_amount_value_q05_q95 | The median amount value reported, along with 5th and 95th quantiles. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Concept summary
acetaminophen_checks$conceptSummary %>%
glimpse()
#> Rows: 2
#> Columns: 26
#> Rowwise:
#> $ drug_concept_id <int> 1127078, 40162522
#> $ drug <chr> "Acetaminophen 160 MG Oral Tablet", "Aceta…
#> $ ingredient_concept_id <dbl> 1125315, 1125315
#> $ ingredient <chr> "Acetaminophen", "Acetaminophen"
#> $ n_records <int> 2158, 312
#> $ n_patients <int> 1428, 312
#> $ domain_id <chr> "Drug", "Drug"
#> $ vocabulary_id <chr> "RxNorm", "RxNorm"
#> $ concept_class_id <chr> "Clinical Drug", "Clinical Drug"
#> $ standard_concept <chr> "S", "S"
#> $ concept_code <chr> "282464", "857005"
#> $ valid_start_date <date> 1970-01-01, 2009-08-02
#> $ valid_end_date <date> 2099-12-31, 2099-12-31
#> $ invalid_reason <chr> NA, NA
#> $ amount_value <dbl> 1, 1
#> $ amount_unit_concept_id <dbl> 1, 1
#> $ numerator_value <dbl> 1, 1
#> $ numerator_unit_concept_id <dbl> 1, 1
#> $ numerator_unit <chr> NA, NA
#> $ denominator_value <dbl> 1, 1
#> $ denominator_unit_concept_id <dbl> 1, 1
#> $ denominator_unit <chr> NA, NA
#> $ box_size <int> NA, NA
#> $ amount_unit <chr> NA, NA
#> $ dose_form <chr> NA, NA
#> $ result_obscured <lgl> FALSE, FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| n_records | Number of records for drug concept. |
| domain_id | From the CONCEPT table. A foreign key to the domain table the drug concept belongs to. |
| vocabulary_id | From the CONCEPT table. A foreign key to the vocabulary table indicating from which source the drug concept has been adapted. |
| concept_class_id | From the CONCEPT table. The concept class of the drug concept (e.g.‘Ingredient’ or ‘Clinical Drug’). |
| standard_concept | From the CONCEPT table. A flag indicating whether the drug concept is standard (‘S’), a classification (‘C’), or a non-standard Source (NULL). |
| concept_code | From the CONCEPT table. The concept code represents the identifier of the Concept in the source vocabulary. |
| valid_start_date | From the CONCEPT table. The date when the drug concept was first recorded |
| valid_end_date | From the CONCEPT table. The date when the drug concept became invalid because it was deleted or superseded (updated) by a new concept. |
| invalid_reason | From the CONCEPT table. Reason the Concept was invalidated. Possible values are D (deleted), U (replaced with an update) or NULL when valid_end_date has the default value. |
| amount_value | From DRUG_STRENGTH table. The numeric value or the amount of active ingredient contained within the drug product. |
| amount_unit_concept_id | From DRUG_STRENGTH table. The Concept representing the Unit of measure for the amount of active ingredient contained within the drug product. |
| numerator_value | From DRUG_STRENGTH table. The concentration of the active ingredient contained within the drug product. |
| numerator_unit_concept_id | From DRUG_STRENGTH table. The Concept representing the Unit of measure for the concentration of active ingredient. |
| numerator_unit | From the CONCEPT table. The concept name associated with the numerator_unit_concept_id. |
| denominator_value | From DRUG_STRENGTH table. The amount of total liquid (or other divisible product, such as ointment, gel, spray, etc.). |
| denominator_unit_concept_id | From DRUG_STRENGTH table. The Concept representing the denominator unit for the concentration of active ingredient. |
| denominator_unit | From the CONCEPT table. The concept name associated with the denominator_unit_concept_id |
| box_size | The number of units of Clinical Branded Drug or Quantified Clinical or Branded Drug contained in a box as dispensed to the patient. |
| amount_unit | From DRUG_STRENGTH table. |
| dose_form | From CONCEPT_RELATIONSHIP table. The RxNorm dose form associated with the drug concept. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Missing values
acetaminophen_checks$missingValuesByConcept %>%
glimpse()
#> Rows: 18
#> Columns: 11
#> Rowwise: drug_concept_id, drug, ingredient_concept_id, ingredient
#> $ drug_concept_id <int> 40162522, 40162522, 40162522, 4016252…
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone B…
#> $ ingredient_concept_id <dbl> 1125315, 1125315, 1125315, 1125315, 1…
#> $ ingredient <chr> "Acetaminophen", "Acetaminophen", "Ac…
#> $ variable <chr> "n_missing_drug_exposure_start_date",…
#> $ n_records <int> 59, 59, 59, 59, 59, 59, 59, 59, 59, 5…
#> $ n_sample <dbl> 10000, 10000, 10000, 10000, 10000, 10…
#> $ n_records_not_missing_value <dbl> 59, 59, 0, 59, 0, 59, 59, 59, 0, 59, …
#> $ n_records_missing_value <dbl> 0, 0, 59, 0, 59, 0, 0, 0, 59, 0, 0, 0…
#> $ proportion_records_missing_value <dbl> 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0…
#> $ result_obscured <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FA…| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| variable | Field in the drug exposure table. |
| n_records | Number of records for drug concept. |
| n_records_not_missing_value | Number of records for drug concept not missing variable. |
| n_records_missing_value | Number of records for drug concept missing variable. |
| proportion_records_missing_value | Proportion of records missing variable. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug exposure duration
acetaminophen_checks$drugExposureDurationByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 19
#> Rowwise: drug_concept_id, drug, ingredient_concept_id
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bitartr…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ n_records <int> 59
#> $ n_sample <dbl> 10000
#> $ n_non_negative_days <int> 59
#> $ n_negative_days <int> 0
#> $ proportion_negative_days <dbl> 0
#> $ minimum_drug_exposure_days <dbl> 1
#> $ q05_drug_exposure_days <dbl> 1
#> $ q10_drug_exposure_days <dbl> 1
#> $ q25_drug_exposure_days <dbl> 1
#> $ median_drug_exposure_days <dbl> 1
#> $ q75_drug_exposure_days <dbl> 1
#> $ q90_drug_exposure_days <dbl> 1
#> $ q95_drug_exposure_days <dbl> 1
#> $ maximum_drug_exposure_days <dbl> 1
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| n_records | Number of records for drug concept. |
| n_non_negative_days | Number of drug records with a duration of one day or more. |
| n_negative_days | Number of drug records with a negative duration (ie drug exposure start date after drug exposure end date). |
| proportion_negative_days | Proportion of drug records with a negative duration |
| minimum_drug_exposure_days | Minimum drug exposure duration |
| q05_drug_exposure_days | 5th quantile of drug exposure duration |
| q10_drug_exposure_days | 10th quantile of drug exposure duration |
| q25_drug_exposure_days | 25th quantile of drug exposure duration |
| median_drug_exposure_days | Median drug exposure duration |
| q75_drug_exposure_days | 75th quantile of drug exposure duration |
| q90_drug_exposure_days | 90th quantile of drug exposure duration |
| q95_drug_exposure_days | 95th quantile of drug exposure duration |
| maximum_drug_exposure_days | Maximum drug exposure duration |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug days supply
acetaminophen_checks$drugDaysSupplyByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 24
#> Rowwise: drug_concept_id, drug, ingredient_concept_id
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG …
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ n_records <int> 59
#> $ n_sample <dbl> 10000
#> $ n_different_days_supply_and_drug_dates <dbl> 0
#> $ n_days_supply_match_drug_dates <int> 59
#> $ n_missing_days_supply <int> 0
#> $ proportion_different_days_supply_and_drug_dates <dbl> 0
#> $ proportion_days_supply_match_drug_dates <dbl> 1
#> $ proportion_missing_days_supply <dbl> 0
#> $ minimum_drug_exposure_days_supply <int> 0
#> $ maximum_drug_exposure_days_supply <int> 0
#> $ n_records_with_days_supply <int> 59
#> $ n_people <int> 59
#> $ q05_drug_exposure_days_supply <dbl> 0
#> $ q10_drug_exposure_days_supply <dbl> 0
#> $ q25_drug_exposure_days_supply <dbl> 0
#> $ median_drug_exposure_days_supply <int> 0
#> $ q75_drug_exposure_days_supply <dbl> 0
#> $ q90_drug_exposure_days_supply <dbl> 0
#> $ q95_drug_exposure_days_supply <dbl> 0
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| n_records | Number of records for drug concept. |
| n_different_days_supply_and_drug_dates | Number of records where days supply differs to drug exposure end minus start plus one day. |
| n_days_supply_match_drug_dates | Number of records where days supply matches drug exposure end minus start plus one day. |
| n_missing_days_supply_or_drug_dates | Number of records missing any of drug exposure start date, drug exposure end date, or days supply. |
| proportion_different_days_supply_and_drug_dates | Proportion of drug records where days supply differs to drug exposure end minus start plus one day. |
| proportion_days_supply_match_drug_dates | Proportion of drug records where days supply matches to drug exposure end minus start plus one day. |
| proportion_missing_days_supply_or_dates | Proportion of drug records missing any of drug exposure start date, drug exposure end date, or days supply. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug types
acetaminophen_checks$drugTypesByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 8
#> Rowwise: drug_concept_id, drug, ingredient_concept_id, ingredient
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bitartrate 7…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ drug_type_concept_id <int> 38000177
#> $ drug_type <chr> NA
#> $ n_records <int> 59
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| n_records | Number of records for drug concept. |
| drug_type_concept_id | Concept ID of drug type |
| drug_type | Concept name for drug type |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug routes
acetaminophen_checks$drugRoutesByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 8
#> Rowwise: drug_concept_id, drug, ingredient_concept_id, ingredient
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bitartrate 7…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ route_concept_id <int> 0
#> $ route_type <chr> "No matching concept"
#> $ n_records <int> 59
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| n_records | Number of records for drug concept. |
| route_concept_id | Concept ID of route. |
| route_type | Concept name for route. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug source concepts
acetaminophen_checks$drugSourceConceptsByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 8
#> Rowwise: drug_concept_id, drug, ingredient_concept_id, ingredient
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bitartrate …
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ drug_source_concept_id <int> 40162522
#> $ drug_source <chr> "Acetaminophen 325 MG / Hydrocodone Bitartrate …
#> $ n_records <int> 59
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| n_records | Number of records for drug concept. |
| drug_source_concept_id | Concept ID of source concept |
| drug_source_type | Concept name for source concept |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug verbatim end date
acetaminophen_checks$drugVerbatimEndDateByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 13
#> Rowwise: drug_concept_id, drug, ingredient_concept_id
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 3…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ minimum_verbatim_end_date <dbl> NA
#> $ maximum_verbatim_end_date <dbl> NA
#> $ n_records <int> 59
#> $ n_sample <dbl> 10000
#> $ n_missing_verbatim_end_date <dbl> 59
#> $ n_not_missing_verbatim_end_date <dbl> 0
#> $ n_verbatim_end_date_equal_to_drug_exposure_end_date <dbl> 0
#> $ n_verbatim_end_date_and_drug_exposure_end_date_differ <dbl> 0
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| n_records | Number of records for drug concept. |
| minimum_verbatim_end_date | Minimum verbatim end date. |
| maximum_verbatim_end_date | Maximum verbatim end date. |
| n_missing_verbatim_end_date | Number of records missing verbatim end date. |
| n_not_missing_verbatim_end_date | Number of records not missing verbatim end date. |
| n_verbatim_end_date_equal_to_drug_exposure_end_date | Number of records where verbatim end date is the same as drug exposure end date. |
| n_verbatim_end_date_and_drug_exposure_end_date_differ | Number of records where verbatim end date and drug exposure end date differ. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug dose
acetaminophen_checks$drugDoseByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 37
#> Rowwise: drug_concept_id, drug, ingredient_concept_id
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminoph…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminoph…
#> $ n_records <int> 59
#> $ n_sample <dbl> 10000
#> $ missing_days_supply_or_dates <int> 59
#> $ proportion_of_records_missing_days_supply_or_dates <dbl> 1
#> $ missing_or_null_quantity <int> 59
#> $ proportion_missing_or_null_quantity <dbl> 1
#> $ missing_denominator_unit_concept_id <int> 0
#> $ proportion_of_records_missing_denominator_unit_concept_id <dbl> 0
#> $ missing_or_null_amount_value <int> 0
#> $ proportion_of_records_missing_or_null_amount_value <dbl> 0
#> $ q05_quantity <dbl> 0
#> $ q10_quantity <dbl> 0
#> $ q15_quantity <dbl> 0
#> $ q20_quantity <dbl> 0
#> $ q25_quantity <dbl> 0
#> $ median_quantity <dbl> 0
#> $ q75_quantity <dbl> 0
#> $ q80_quantity <dbl> 0
#> $ q85_quantity <dbl> 0
#> $ q90_quantity <dbl> 0
#> $ q95_quantity <dbl> 0
#> $ q05_amount_value <dbl> 1
#> $ q10_amount_value <dbl> 1
#> $ q15_amount_value <dbl> 1
#> $ q20_amount_value <dbl> 1
#> $ q25_amount_value <dbl> 1
#> $ median_amount_value <dbl> 1
#> $ q75_amount_value <dbl> 1
#> $ q80_amount_value <dbl> 1
#> $ q85_amount_value <dbl> 1
#> $ q90_amount_value <dbl> 1
#> $ q95_amount_value <dbl> 1
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient_concept_id | Concept ID of ingredient. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| n_records | Number of records for drug concept. |
| missing_days_supply_or_dates | Number of records missing days supply or dates |
| proportion_of_records_missing_days_supply_or_dates | Proportion of records missing either days supply, start drug exposure date, or end drug exposure date |
| missing_or_null_quantity | Number of records with missing or null quantity |
| proportion_missing_or_null_quantity | Proportion of records with missing or null quantity |
| missing_denominator_unit_concept_id | Number of records missing denominator unit concept id |
| proportion_of_records_missing_denominator_unit_concept_id | Proportion of records missing denominator unit concept id |
| missing_or_null_amount_value | Number of records missing or null amount value |
| proportion_of_records_missing_or_null_amount_value | Proportion of records missing or null amount value |
| q05_quantity | 5th quantile for quantity. |
| q10_quantity | 10th quantile for quantity. |
| q15_quantity | 15th quantile for quantity. |
| q20_quantity | 20th quantile for quantity. |
| q25_quantity | 25th quantile for quantity. |
| median_quantity | median for quantity. |
| q75_quantity | 75th quantile for quantity. |
| q80_quantity | 80th quantile for quantity. |
| q85_quantity | 85th quantile for quantity. |
| q90_quantity | 90th quantile for quantity. |
| q95_quantity | 95th quantile for quantity. |
| q05_amount_value | 5th quantile for amount value. |
| q10_amount_value | 10th quantile for amount value. |
| q15_amount_value | 15th quantile for amount value. |
| q20_amount_value | 20th quantile for amount value. |
| q25_amount_value | 25th quantile for amount value. |
| median_amount_value | median for amount value. |
| q75_amount_value | 75th quantile for amount value. |
| q80_amount_value | 80th quantile for amount value. |
| q85_amount_value | 85th quantile for amount value. |
| q90_amount_value | 90th quantile for amount value. |
| q95_amount_value | 95th quantile for amount value. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug sig
acetaminophen_checks$drugSigByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 7
#> Rowwise: drug_concept_id, drug, ingredient_concept_id, ingredient
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bitartrate 7…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ sig <chr> NA
#> $ n_records <int> 59
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| n_records | Number of records for drug concept. |
| sig | SIG recorded for records |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |
Drug quantity
acetaminophen_checks$drugQuantityByConcept %>%
glimpse()
#> Rows: 1
#> Columns: 16
#> Rowwise: drug_concept_id, drug, ingredient_concept_id
#> $ drug_concept_id <int> 40162522
#> $ drug <chr> "Acetaminophen 325 MG / Hydrocodone Bit…
#> $ ingredient_concept_id <dbl> 1125315
#> $ ingredient <chr> "Acetaminophen"
#> $ n_records <int> 59
#> $ n_sample <dbl> 10000
#> $ minimum_drug_exposure_quantity <dbl> 0
#> $ q05_drug_exposure_quantity <dbl> 0
#> $ q10_drug_exposure_quantity <dbl> 0
#> $ q25_drug_exposure_quantity <dbl> 0
#> $ median_drug_exposure_quantity <dbl> 0
#> $ q75_drug_exposure_quantity <dbl> 0
#> $ q90_drug_exposure_quantity <dbl> 0
#> $ q95_drug_exposure_quantity <dbl> 0
#> $ maximum_drug_exposure_quantity <dbl> 0
#> $ result_obscured <lgl> FALSE| Column | Description |
|---|---|
| drug_concept_id | ID of the drug concept. |
| drug | Name of the drug concept. |
| ingredient | Name of drug ingredient for which the checks have been performed. |
| ingredient_concept_id | Concept ID of ingredient. |
| minimum_drug_exposure_quantity | Minimum drug exposure quantity. |
| q05_drug_exposure_quantity | 5th quantile for drug exposure quantity. |
| q10_drug_exposure_quantity | 10th quantile for drug exposure quantity. |
| q25_drug_exposure_quantity | 25th quantile for drug exposure quantity. |
| median_drug_exposure_quantity | Median drug exposure quantity. |
| q75_drug_exposure_quantity | 75th quantile for drug exposure quantity. |
| q90_drug_exposure_quantity | 90th quantile for drug exposure quantity. |
| q95_drug_exposure_quantity | 95th quantile for drug exposure quantity. |
| maximum_drug_exposure_quantity | Maximum drug exposure quantity. |
| result_obscured | TRUE if count has been suppressed due to being below the minimum cell count, otherwise FALSE. |