## ----include = FALSE---------------------------------------------------------- knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- library(DBI) library(dplyr) library(CodelistGenerator) library(CDMConnector) ## ----eval=FALSE--------------------------------------------------------------- # # example with postgres database connection details # db <- DBI::dbConnect(RPostgres::Postgres(), # dbname = Sys.getenv("server"), # port = Sys.getenv("port"), # host = Sys.getenv("host"), # user = Sys.getenv("user"), # password = Sys.getenv("password") # ) # # # create cdm reference # cdm <- CDMConnector::cdm_from_con( # con = db, # cdm_schema = Sys.getenv("vocabulary_schema") # ) ## ----eval=FALSE--------------------------------------------------------------- # getVocabVersion(cdm = cdm) ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- vocabVersion <- load(system.file("introVocab.RData", package = "CodelistGenerator")) vocabVersion ## ----eval=FALSE--------------------------------------------------------------- # codesFromDescendants <- tbl( # db, # sql(paste0( # "SELECT * FROM ", # vocabularyDatabaseSchema, # ".concept_ancestor" # )) # ) |> # filter(ancestor_concept_id == "4182210") |> # select("descendant_concept_id") |> # rename("concept_id" = "descendant_concept_id") |> # left_join(tbl(db, sql(paste0( # "SELECT * FROM ", # vocabularyDatabaseSchema, # ".concept" # )))) |> # select( # "concept_id", "concept_name", # "domain_id", "vocabulary_id" # ) |> # collect() ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- codesFromDescendants <- readRDS(system.file("introData01.RData", package = "CodelistGenerator")) ## ----message=FALSE, warning=FALSE--------------------------------------------- codesFromDescendants |> glimpse() ## ----eval=FALSE--------------------------------------------------------------- # dementiaCodes1 <- getCandidateCodes( # cdm = cdm, # keywords = "dementia", # domains = "Condition", # includeDescendants = TRUE # ) ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- dementiaCodes1 <- readRDS(system.file("introData02.RData", package = "CodelistGenerator")) ## ----message=FALSE, warning=FALSE--------------------------------------------- dementiaCodes1|> glimpse() ## ----eval=FALSE--------------------------------------------------------------- # codeComparison <- compareCodelists( # codesFromDescendants, # dementiaCodes1 # ) ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- codeComparison <- readRDS(system.file("introData03.RData", package = "CodelistGenerator")) ## ----message=FALSE, warning=FALSE--------------------------------------------- codeComparison |> group_by(codelist) |> tally() ## ----message=FALSE, warning=FALSE--------------------------------------------- codeComparison |> filter(codelist == "Only codelist 2") |> glimpse() ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- icdMappings <- readRDS(system.file("introData04.RData", package = "CodelistGenerator")) ## ----eval=FALSE--------------------------------------------------------------- # icdMappings <- getMappings( # cdm = cdm, # candidateCodelist = dementiaCodes1, # nonStandardVocabularies = "ICD10CM" # ) ## ----message=FALSE, warning=FALSE--------------------------------------------- icdMappings |> glimpse() ## ----message=FALSE, warning=FALSE,echo=FALSE---------------------------------- readMappings <- readRDS(system.file("introData05.RData", package = "CodelistGenerator")) ## ----eval=FALSE--------------------------------------------------------------- # readMappings <- getMappings( # cdm = cdm, # candidateCodelist = dementiaCodes1, # nonStandardVocabularies = "Read" # ) ## ----message=FALSE, warning=FALSE--------------------------------------------- readMappings |> glimpse()