diagnoseMultiplePlp: Run a list of predictions diagnoses

In OHDSI/PatientLevelPrediction: Develop Clinical Prediction Models Using the Common Data Model

Run a list of predictions diagnoses

Description

Run a list of predictions diagnoses

Usage

diagnoseMultiplePlp(
  databaseDetails = createDatabaseDetails(),
  modelDesignList = list(createModelDesign(targetId = 1, outcomeId = 2, modelSettings =
    setLassoLogisticRegression()), createModelDesign(targetId = 1, outcomeId = 3,
    modelSettings = setLassoLogisticRegression())),
  cohortDefinitions = NULL,
  logSettings = createLogSettings(verbosity = "DEBUG", timeStamp = TRUE, logName =
    "diagnosePlp Log"),
  saveDirectory = NULL
)

Arguments

databaseDetails	The database settings created using createDatabaseDetails()
modelDesignList	A list of model designs created using createModelDesign()
cohortDefinitions	A list of cohort definitions for the target and outcome cohorts
logSettings	The setting spexcifying the logging for the analyses created using createLogSettings()
saveDirectory	Name of the folder where all the outputs will written to.

Details

This function will run all specified prediction design diagnoses.

Value

A data frame with the following columns:

⁠analysisId⁠	The unique identifier for a set of analysis choices.
⁠targetId⁠	The ID of the target cohort populations.
⁠outcomeId⁠	The ID of the outcomeId.
⁠dataLocation⁠	The location where the plpData was saved
⁠the settings ids⁠	The ids for all other settings used for model development.

OHDSI/PatientLevelPrediction documentation built on Feb. 14, 2025, 9:44 a.m.