A sample version of an PCORnet compliant input file for the Vocabulary Conformance data quality module. This exact file is also included as a CSV in the package if the user wishes to use it, or the structure can be copied to produce a custom list of checks.
Format
vc_input_pcornet
A dataframe or CSV file with 6 columns
- check_id
A short string "code" used to identify the specific check (ex: de, de_rx)
- schema
The schema where the data is kept. Use
cdmto use the pre-configuredcdm_schema,resultto use the preconfiguredresults_schema, or input the exact name of the schema.- table
The name of the CDM or pre-computed results table where the relevant data is kept
- acceptable_vocabularies
A comma-separated string of acceptable vocabulary values (ex: "RxNorm, RxNorm Extension")
- concept_field
The *_concept_id field with the concepts that should be evaluated (ex: rxnorm_cui, raw_rxnorm_cui)
- filter_logic
OPTIONAL The logic that should be applied to the provided table in order to tailor the tables to the desired check assessment (ex: if certain drugs had different vocabulary requirements than others)