diff --git a/.github/workflows/Test_module.yaml b/.github/workflows/Test_module.yaml
index 9e8174c..a6b7b3c 100644
--- a/.github/workflows/Test_module.yaml
+++ b/.github/workflows/Test_module.yaml
@@ -12,7 +12,7 @@ jobs:
   Test-module:
     runs-on: ${{ matrix.config.os }}
 
-    name: ${{ matrix.config.os }} (${{ matrix.config.r }})
+    name: unit-test-${{ matrix.config.os }} (${{ matrix.config.r }})
 
     strategy:
       fail-fast: false
@@ -22,7 +22,7 @@ jobs:
           - {os: macOS-latest, r: '4.2.3', rtools: '42', rspm: "https://cloud.r-project.org"}
           - {os: ubuntu-20.04, r: '4.2.3', rtools: '42', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
           - {os: windows-latest, r: 'release', rtools: '', rspm: "https://cloud.r-project.org"}
-          - {os: macOS-latest, r: 'release', rtools: '', rspm: "https://cloud.r-project.org"}
+          #- {os: macOS-latest, r: 'release', rtools: '', rspm: "https://cloud.r-project.org"}
           - {os: ubuntu-20.04, r: 'release', rtools: '', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
 
     env:
@@ -64,7 +64,48 @@ jobs:
           
       - uses: r-lib/actions/setup-renv@v2
         with:
+          profile: '"dev"'
           cache-version: 4
           
       - name: Run module test script
         run: Rscript tests/testScript.R
+
+  Test-default-module-restore:
+    needs: Test-module
+    
+    name: module-restore-${{ matrix.config.os }} (${{ matrix.config.r }})
+    
+    strategy:
+      fail-fast: false
+      matrix:
+        config:
+          - {os: windows-latest, r: '4.2.3', rtools: '42', rspm: "https://cloud.r-project.org"}
+          - {os: macOS-latest, r: '4.2.3', rtools: '42', rspm: "https://cloud.r-project.org"}
+          - {os: ubuntu-20.04, r: '4.2.3', rtools: '42', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
+          - {os: windows-latest, r: 'release', rtools: '', rspm: "https://cloud.r-project.org"}
+          #- {os: macOS-latest, r: 'release', rtools: '', rspm: "https://cloud.r-project.org"}
+          - {os: ubuntu-20.04, r: 'release', rtools: '', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
+    
+    runs-on: ${{ matrix.config.os }}
+    
+    steps:
+      - uses: actions/checkout@v3
+
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          r-version: ${{ matrix.config.r }}
+          rtools-version: ${{ matrix.config.rtools }}
+      
+      - name: Install system requirements
+        if: runner.os == 'Linux'
+        run: |
+          sudo apt-get install -y make
+          sudo apt-get install -y default-jdk
+          sudo apt-get install -y libcurl4-openssl-dev
+          sudo apt-get install -y libssl-dev
+          sudo apt-get install -y libglpk-dev
+          
+      - uses: r-lib/actions/setup-renv@v2
+        with:
+          cache-version: 4
+    
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 5b6a065..b634670 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,43 @@
-.Rproj.user
+# History files
 .Rhistory
+.Rapp.history
+
+# Session Data files
 .RData
+
+# User-specific files
 .Ruserdata
+
+# Example code in package build process
+*-Ex.R
+
+# Output files from R CMD build
+/*.tar.gz
+
+# Output files from R CMD check
+/*.Rcheck/
+
+# RStudio files
+.Rproj.user/
+
+# produced vignettes
+vignettes/*.html
+vignettes/*.pdf
+
+# OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3
+.httr-oauth
+
+# knitr and R markdown default cache directories
+*_cache/
+/cache/
+
+# Temporary files created by R markdown
+*.utf8.md
+*.knit.md
+
+# R Environment Variables
+.Renviron
+
+# Project specific
+/extras/test/output
+/_targets/
diff --git a/.renvignore b/.renvignore
new file mode 100644
index 0000000..2ade6ad
--- /dev/null
+++ b/.renvignore
@@ -0,0 +1,2 @@
+/extras/
+/tests/
diff --git a/Main.R b/Main.R
index 435d4ca..cedc5e7 100644
--- a/Main.R
+++ b/Main.R
@@ -1,4 +1,4 @@
-# Copyright 2023 Observational Health Data Sciences and Informatics
+# Copyright 2024 Observational Health Data Sciences and Informatics
 #
 # This file is part of CohortGeneratorModule
 #
@@ -14,6 +14,16 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Adding library references that are required for Strategus
+library(CohortGenerator)
+library(DatabaseConnector)
+library(keyring)
+library(ParallelLogger)
+library(SqlRender)
+
+# Adding RSQLite so that we can test modules with Eunomia
+library(RSQLite)
+
 # Module methods -------------------------
 getModuleInfo <- function() {
   checkmate::assert_file_exists("MetaData.json")
@@ -36,8 +46,10 @@ createCohortDefinitionSetFromJobContext <- function(sharedResources, settings) {
   if (length(sharedResources) <= 0) {
     stop("No shared resources found")
   }
-  cohortDefinitionSharedResource <- getSharedResourceByClassName(sharedResources = sharedResources, 
-                                                                 class = "CohortDefinitionSharedResources")
+  cohortDefinitionSharedResource <- getSharedResourceByClassName(
+    sharedResources = sharedResources,
+    class = "CohortDefinitionSharedResources"
+  )
   if (is.null(cohortDefinitionSharedResource)) {
     stop("Cohort definition shared resource not found!")
   }
@@ -59,43 +71,39 @@ createCohortDefinitionSetFromJobContext <- function(sharedResources, settings) {
 }
 
 setCovariateSchemaTable <- function(
-    modelDesignList, 
+    modelDesignList,
     cohortDatabaseSchema,
-    cohortTable
-    ){
-  
-  if(inherits(modelDesignList, 'modelDesign')){
+    cohortTable) {
+  if (inherits(modelDesignList, "modelDesign")) {
     modelDesignList <- list(modelDesignList)
   }
-  
-  for(i in 1:length(modelDesignList)){
+
+  for (i in 1:length(modelDesignList)) {
     covariateSettings <- modelDesignList[[i]]$covariateSettings
-    
-    if(inherits(covariateSettings, 'covariateSettings')){
+
+    if (inherits(covariateSettings, "covariateSettings")) {
       covariateSettings <- list(covariateSettings)
     }
-    
-    for(j in 1:length(covariateSettings)){
-      
-      if('cohortDatabaseSchema' %in% names(covariateSettings[[j]])){
+
+    for (j in 1:length(covariateSettings)) {
+      if ("cohortDatabaseSchema" %in% names(covariateSettings[[j]])) {
         covariateSettings[[j]]$cohortDatabaseSchema <- cohortDatabaseSchema
       }
-      if('cohortTable' %in% names(covariateSettings[[j]])){
+      if ("cohortTable" %in% names(covariateSettings[[j]])) {
         covariateSettings[[j]]$cohortTable <- cohortTable
       }
-      
     }
-    
+
     modelDesignList[[i]]$covariateSettings <- covariateSettings
   }
-  
+
   return(modelDesignList)
 }
 
 # Module methods -------------------------
 execute <- function(jobContext) {
   rlang::inform("Validating inputs")
-  inherits(jobContext, 'list')
+  inherits(jobContext, "list")
 
   if (is.null(jobContext$settings)) {
     stop("Analysis settings not found in job context")
@@ -106,68 +114,66 @@ execute <- function(jobContext) {
   if (is.null(jobContext$moduleExecutionSettings)) {
     stop("Execution settings not found in job context")
   }
-  
+
   workFolder <- jobContext$moduleExecutionSettings$workSubFolder
   resultsFolder <- jobContext$moduleExecutionSettings$resultsSubFolder
-  
+
   rlang::inform("Executing PLP")
   moduleInfo <- getModuleInfo()
-  
+
   # Creating database details
   databaseDetails <- PatientLevelPrediction::createDatabaseDetails(
-    connectionDetails = jobContext$moduleExecutionSettings$connectionDetails, 
+    connectionDetails = jobContext$moduleExecutionSettings$connectionDetails,
     cdmDatabaseSchema = jobContext$moduleExecutionSettings$cdmDatabaseSchema,
     cohortDatabaseSchema = jobContext$moduleExecutionSettings$workDatabaseSchema,
     cdmDatabaseName = jobContext$moduleExecutionSettings$connectionDetailsReference,
     cdmDatabaseId = jobContext$moduleExecutionSettings$databaseId,
-    #tempEmulationSchema =  , is there s temp schema specified anywhere?
-    cohortTable = jobContext$moduleExecutionSettings$cohortTableNames$cohortTable, 
-    outcomeDatabaseSchema = jobContext$moduleExecutionSettings$workDatabaseSchema, 
+    # tempEmulationSchema =  , is there s temp schema specified anywhere?
+    cohortTable = jobContext$moduleExecutionSettings$cohortTableNames$cohortTable,
+    outcomeDatabaseSchema = jobContext$moduleExecutionSettings$workDatabaseSchema,
     outcomeTable = jobContext$moduleExecutionSettings$cohortTableNames$cohortTable
   )
-  
+
   # find where cohortDefinitions are as sharedResources is a list
   cohortDefinitionSet <- createCohortDefinitionSetFromJobContext(
     sharedResources = jobContext$sharedResources,
     settings = jobContext$settings
-    )
-  
-  # set the covariate settings schema and tables 
+  )
+
+  # set the covariate settings schema and tables
   jobContext$settings <- setCovariateSchemaTable(
-    modelDesignList = jobContext$settings, 
+    modelDesignList = jobContext$settings,
     cohortDatabaseSchema = jobContext$moduleExecutionSettings$workDatabaseSchema,
     cohortTable = jobContext$moduleExecutionSettings$cohortTableNames$cohortTable
-    )
-  
+  )
+
   # run the models
   PatientLevelPrediction::runMultiplePlp(
-    databaseDetails = databaseDetails, 
-    modelDesignList = jobContext$settings, 
+    databaseDetails = databaseDetails,
+    modelDesignList = jobContext$settings,
     cohortDefinitions = cohortDefinitionSet,
     saveDirectory = workFolder
-      )
-  
+  )
+
   # Export the results
   rlang::inform("Export data to csv files")
 
   sqliteConnectionDetails <- DatabaseConnector::createConnectionDetails(
-    dbms = 'sqlite',
-    server = file.path(workFolder, "sqlite","databaseFile.sqlite")
+    dbms = "sqlite",
+    server = file.path(workFolder, "sqlite", "databaseFile.sqlite")
   )
-    
+
   PatientLevelPrediction::extractDatabaseToCsv(
-    connectionDetails = sqliteConnectionDetails, 
+    connectionDetails = sqliteConnectionDetails,
     databaseSchemaSettings = PatientLevelPrediction::createDatabaseSchemaSettings(
-      resultSchema = 'main', # sqlite settings
-      tablePrefix = '', # sqlite settings
-      targetDialect = 'sqlite', 
+      resultSchema = "main", # sqlite settings
+      tablePrefix = "", # sqlite settings
+      targetDialect = "sqlite",
       tempEmulationSchema = NULL
-    ), 
+    ),
     csvFolder = file.path(resultsFolder),
     fileAppend = NULL
   )
-  
-  
 }
 
 
@@ -178,24 +184,23 @@ uploadResultsCallback <- function(jobContext) {
   schema <- jobContext$moduleExecutionSettings$resultsDatabaseSchema
 
   resultsFolder <- jobContext$moduleExecutionSettings$resultsSubFolder
-  
+
   conn <- DatabaseConnector::connect(connectionDetails)
   on.exit(DatabaseConnector::disconnect(conn))
-  
+
   databaseSchemaSettings <- PatientLevelPrediction::createDatabaseSchemaSettings(
-    resultSchema = schema, 
-    tablePrefix = tablePrefix, 
+    resultSchema = schema,
+    tablePrefix = tablePrefix,
     targetDialect = connectionDetails$dbms
-    )
-  
+  )
+
   PatientLevelPrediction::insertCsvToDatabase(
     csvFolder = resultsFolder,
-    conn = conn, 
+    conn = conn,
     databaseSchemaSettings = databaseSchemaSettings,
-    modelSaveLocation = file.path(resultsFolder, 'dbmodels'),
-    csvTableAppend = ''
+    modelSaveLocation = file.path(resultsFolder, "dbmodels"),
+    csvTableAppend = ""
   )
-
 }
 
 createDataModelSchema <- function(jobContext) {
@@ -203,13 +208,16 @@ createDataModelSchema <- function(jobContext) {
   moduleInfo <- ParallelLogger::loadSettingsFromJson("MetaData.json")
   tablePrefix <- moduleInfo$TablePrefix
   schema <- jobContext$moduleExecutionSettings$resultsDatabaseSchema
-  
+
+  # Workaround for issue https://github.com/tidyverse/vroom/issues/519:
+  readr::local_edition(1)
+
   PatientLevelPrediction::createPlpResultTables(
-    connectionDetails = connectionDetails, 
-    targetDialect = connectionDetails$dbms, 
-    resultSchema = schema, 
+    connectionDetails = connectionDetails,
+    targetDialect = connectionDetails$dbms,
+    resultSchema = schema,
     deleteTables = F,
-    createTables = T, 
+    createTables = T,
     tablePrefix = tablePrefix
   )
 }
diff --git a/MetaData.json b/MetaData.json
index b3b4b95..8fa5607 100644
--- a/MetaData.json
+++ b/MetaData.json
@@ -1,6 +1,6 @@
 {
   "Name": "PatientLevelPredictionModule",
-  "Version": "0.2.1",
+  "Version": "0.3.0",
   "Dependencies": ["CohortGeneratorModule"],
   "TablePrefix": "plp_"
 }
diff --git a/NEWS.md b/NEWS.md
index f22560a..3295b02 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,3 +1,7 @@
+PatientLevelPredictionModule 0.3.0
+=======================
+- Using renv project profiles to manage core packages required for module execution vs. those that are needed for development purposes.
+
 PatientLevelPredictionModule 0.2.1
 =======================
 
diff --git a/SettingsFunctions.R b/SettingsFunctions.R
index 8d6f69e..09980c6 100644
--- a/SettingsFunctions.R
+++ b/SettingsFunctions.R
@@ -1,5 +1,5 @@
 # This file has been autogenerated in 'extras/ModuleMaintenance.R'. Do not change by hand. 
-# Copyright 2023 Observational Health Data Sciences and Informatics
+# Copyright 2024 Observational Health Data Sciences and Informatics
 #
 # This file is part of CohortGeneratorModule
 #
@@ -18,7 +18,7 @@
 createPatientLevelPredictionModuleSpecifications <- function(modelDesignList) {
   specifications <- list(
     module = "PatientLevelPredictionModule",
-    version = "0.2.1",
+    version = "0.3.0",
     remoteRepo = "github.com",
     remoteUsername = "ohdsi",
     settings = modelDesignList
diff --git a/compare_versions b/compare_versions
new file mode 100644
index 0000000..54e5fea
--- /dev/null
+++ b/compare_versions
@@ -0,0 +1,27 @@
+#!/usr/bin/perl
+
+open(R_VERSION, "grep 'Version' DESCRIPTION |");
+$version = <R_VERSION>;
+close(R_VERSION);
+
+$version =~ /(\d+)\.(\d+)\.(\d+)/;
+$r_major = $1;
+$r_minor = $2;
+$r_mod = $3;
+
+open(GIT_VERSION, "git describe --tags |");
+$git = <GIT_VERSION>;
+close(GIT_VERSION);
+
+$git =~ /v(\d+)\.(\d+)\.(\d+)/;
+$git_major = $1;
+$git_minor = $2;
+$git_mod = $3;
+
+if ($r_major > $git_major || $r_minor > $git_minor || $r_mod > $git_mod) {
+	$new_version = "v$r_major.$r_minor.$r_mod";
+} else {
+	$new_version = "";
+}
+
+print($new_version);
diff --git a/deploy.sh b/deploy.sh
new file mode 100644
index 0000000..9705725
--- /dev/null
+++ b/deploy.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+set -o errexit -o nounset
+addToDrat(){
+  PKG_REPO=$PWD
+
+  ## Build package tar ball
+  export PKG_TARBALL=$(ls *.tar.gz)
+
+  cd ..; mkdir drat; cd drat
+
+  ## Set up Repo parameters
+  git init
+  git config user.name "Martijn Schuemie"
+  git config user.email "schuemie@ohdsi.org"
+  git config --global push.default simple
+
+  ## Get drat repo
+  git remote add upstream "https://$GH_TOKEN@github.com/OHDSI/drat.git"
+  git fetch upstream 2>err.txt
+  git checkout gh-pages
+  
+  ## Link to local R packages  
+  echo 'R_LIBS=~/Rlib' > .Renviron
+ 
+  Rscript -e "drat::insertPackage('$PKG_REPO/$PKG_TARBALL', \
+    repodir = '.', \
+    commit='GitHub Actions release: $PKG_TARBALL run $GITHUB_RUN_ID')"
+  git push
+
+}
+addToDrat
diff --git a/extras/CreateJobContextForTesting.R b/extras/CreateJobContextForTesting.R
index 051d29a..62b037b 100644
--- a/extras/CreateJobContextForTesting.R
+++ b/extras/CreateJobContextForTesting.R
@@ -17,12 +17,14 @@ getSampleCohortDefintionSet <- function() {
     cohortJsonFileName <- cohortJsonFiles[i]
     cohortName <- tools::file_path_sans_ext(basename(cohortJsonFileName))
     cohortJson <- readChar(cohortJsonFileName, file.info(cohortJsonFileName)$size)
-    sampleCohorts <- rbind(sampleCohorts, data.frame(cohortId = i,
-                                                     cohortName = cohortName,
-                                                     cohortDefinition = cohortJson,
-                                                     stringsAsFactors = FALSE))
+    sampleCohorts <- rbind(sampleCohorts, data.frame(
+      cohortId = i,
+      cohortName = cohortName,
+      cohortDefinition = cohortJson,
+      stringsAsFactors = FALSE
+    ))
   }
-  sampleCohorts <- apply(sampleCohorts,1,as.list)
+  sampleCohorts <- apply(sampleCohorts, 1, as.list)
   return(sampleCohorts)
 }
 
@@ -34,15 +36,15 @@ createCohortSharedResource <- function(cohortDefinitionSet) {
 
 # Module Settings Spec ----------------------------
 makeModelDesignSettings <- function(targetId, outcomeId, popSettings, covarSettings) {
-  invisible(  PatientLevelPrediction::createModelDesign(
-    targetId = targetId, 
-    outcomeId = outcomeId, 
-    restrictPlpDataSettings = PatientLevelPrediction::createRestrictPlpDataSettings(), 
-    populationSettings = popSettings, 
-    covariateSettings = covarSettings, 
-    preprocessSettings = PatientLevelPrediction::createPreprocessSettings(), 
-    modelSettings = PatientLevelPrediction::setLassoLogisticRegression(), 
-    splitSettings = PatientLevelPrediction::createDefaultSplitSetting(), 
+  invisible(PatientLevelPrediction::createModelDesign(
+    targetId = targetId,
+    outcomeId = outcomeId,
+    restrictPlpDataSettings = PatientLevelPrediction::createRestrictPlpDataSettings(),
+    populationSettings = popSettings,
+    covariateSettings = covarSettings,
+    preprocessSettings = PatientLevelPrediction::createPreprocessSettings(),
+    modelSettings = PatientLevelPrediction::setLassoLogisticRegression(),
+    splitSettings = PatientLevelPrediction::createDefaultSplitSetting(),
     runCovariateSummary = T
   ))
 }
@@ -57,7 +59,7 @@ plpPopulationSettings <- PatientLevelPrediction::createStudyPopulationSettings(
 plpCovarSettings <- FeatureExtraction::createDefaultCovariateSettings()
 
 modelDesignList <- list()
-exposureOfInterestIds <- c(1,2)
+exposureOfInterestIds <- c(1, 2)
 outcomeOfInterestIds <- c(3)
 for (i in 1:length(exposureOfInterestIds)) {
   for (j in 1:length(outcomeOfInterestIds)) {
@@ -82,7 +84,7 @@ analysisSpecifications <- createEmptyAnalysisSpecificiations() %>%
   addSharedResources(createCohortSharedResource(getSampleCohortDefintionSet())) %>%
   addModuleSpecifications(plpModuleSpecifications)
 
-executionSettings <-   Strategus::createCdmExecutionSettings(
+executionSettings <- Strategus::createCdmExecutionSettings(
   connectionDetailsReference = "dummy",
   workDatabaseSchema = "main",
   cdmDatabaseSchema = "main",
diff --git a/extras/ModuleMaintenance.R b/extras/ModuleMaintenance.R
index bb7414c..aae86d4 100644
--- a/extras/ModuleMaintenance.R
+++ b/extras/ModuleMaintenance.R
@@ -1,4 +1,4 @@
-# Copyright 2023 Observational Health Data Sciences and Informatics
+# Copyright 2024 Observational Health Data Sciences and Informatics
 #
 # This file is part of PatientLevelPredictionModule
 #
@@ -16,8 +16,8 @@
 
 # Format and check code:
 styler::style_dir()
-OhdsiRTools::updateCopyrightYearFolder()
-OhdsiRTools::findNonAsciiStringsInFolder()
+OhdsiRTools::updateCopyrightYearFolder(path = ".", recursive = F)
+OhdsiRTools::updateCopyrightYearFolder(path = "./extras", recursive = F)
 
 # Generate settings function
 moduleInfo <- ParallelLogger::loadSettingsFromJson("MetaData.json")
@@ -29,18 +29,150 @@ rCode <- gsub("%module%", moduleInfo$Name, rCode)
 rCode <- gsub("%version%", moduleInfo$Version, rCode)
 writeLines(rCode, "SettingsFunctions.R")
 
-# Generate renv lock file and activate renv:
-renv::deactivate()
-OhdsiRTools::createRenvLockFile(
-  rootPackage = "PatientLevelPrediction",
-  includeRootPackage = TRUE,
-  mode = "description",
-  additionalRequiredPackages = c(
-    "DatabaseConnector",
-    "checkmate",
-    "CirceR",
-    "testthat",
-    "Eunomia"
-  )
+# Generate renv lock file for default & dev profiles ------------
+# updatedPackages and updatedDevPackages are those packages that either
+#   1. Cannot be synced between the HADES-wide lock file and the project lock files
+#      since they are not in semver format
+#   2. Updates to HADES packages
+# NOTE: Mandatory Strategus dependencies:
+#   CohortGenerator
+#   DatabaseConnector
+#   keyring
+#   ParallelLogger
+#   SqlRender
+# are explicitly included in Main.R as library calls to allow renv's init()
+# function to find them and include them even if they are not used in the
+# module code.
+
+# NOTE: using pre-release of Strategus for these functions
+# renv::install("OHDSI/Strategus@renv_lock_validation")
+updatedPackages <- list(
+  list(
+    Package = "askpass",
+    Version = "1.2.0",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  list(
+    Package = "Matrix",
+    Version = "1.6-0",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  list(
+    Package = "reticulate",
+    Version = "1.32.0",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  list(
+    Package = "SqlRender",
+    Version = "1.16.1",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  list(
+    Package = "xgboost",
+    Version = "1.7.5.1",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  list(
+    Package = "pool",
+    Version = "1.0.1",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  "OHDSI/PatientLevelPrediction@v6.3.6",
+  "OHDSI/CohortGenerator@v0.8.1",
+  "OHDSI/FeatureExtraction@v3.3.1",
+  "OHDSI/ResultModelManager@v0.5.6"
+)
+updatedDevPackages <- list(
+  list(
+    Package = "evaluate",
+    Version = "0.22",
+    Source = "Repository",
+    Repository = "CRAN"
+  ),
+  "OHDSI/Eunomia@v1.0.2"
+)
+
+# Deactivates and cleans the project to remove any/all old references
+renv::deactivate(clean = TRUE)
+
+# Initialize the default profile ---------
+renv::activate(profile = NULL)
+# Use the implicit option so renv crawls the full project.
+renv::init(settings = renv::settings$snapshot.type("implicit"))
+# Record the explicit package versions mentioned above
+renv::record(updatedPackages)
+# Force a restore for the default profile
+renv::restore(prompt = FALSE)
+
+# Initialize the dev profile ------------
+renv::activate(profile = "dev") # Creates a new profile called "dev" for development
+
+# Remove the "tests" directory from the .renvignore
+# so the test dependencies are included in the dev lock file
+file.copy(".renvignore", ".renvignore-backup", overwrite = TRUE)
+ignoreFileContents <- readLines(".renvignore")
+ignoreFileContents <- ignoreFileContents[!grepl("/tests/", ignoreFileContents)]
+writeLines(ignoreFileContents, ".renvignore")
+
+# Capture the dependencies
+renv::init(profile = "dev") # Init the 'dev' profile renv.lock with the explicit DESCRIPTION references
+
+# Record the updated packages
+renv::record(c(updatedPackages, updatedDevPackages), lockfile = "renv/profiles/dev/renv.lock")
+
+# Force a restore for the dev profile
+renv::restore(prompt = FALSE)
+
+# Restore the original .renvignore
+unlink(".renvignore")
+file.rename(".renvignore-backup", ".renvignore")
+
+# Re-activate the default profile - the dev profile is only used for unit tests
+renv::activate(profile = NULL) # Sets the default profile as the default for the project
+
+# Sync lock files with HADES-wide lock file --------------
+hadesWideLockFileName <- normalizePath("hades-wide.lock")
+unlink(hadesWideLockFileName)
+utils::download.file(
+  url = "https://raw.githubusercontent.com/OHDSI/Hades/main/hadesWideReleases/2023Q3/renv.lock",
+  destfile = hadesWideLockFileName
+)
+
+# Compare HADES-wide lock file to the dev lock file
+hwVsProjDevLockFile <- Strategus::compareLockFiles(
+  filename1 = hadesWideLockFileName,
+  filename2 = "renv/profiles/dev/renv.lock"
+)
+hwVsProjDevLockFile[!is.na(hwVsProjDevLockFile$lockfile2Version) & hwVsProjDevLockFile$lockfile1Version != hwVsProjDevLockFile$lockfile2Version, ]
+
+# Compare project default lock file to the dev lock file
+projDevVsProjLockFile <- Strategus::compareLockFiles(
+  filename1 = "renv/profiles/dev/renv.lock",
+  filename2 = "renv.lock"
 )
-renv::init()
+projDevVsProjLockFile[!is.na(projDevVsProjLockFile$lockfile2Version) & projDevVsProjLockFile$lockfile1Version != projDevVsProjLockFile$lockfile2Version, ]
+
+# Given a source of truth lock file, update the target
+# lock file. Only replace the version in the target
+# lock file if the version is newer. Provide a warning
+# for those packages that could not be evaluated by
+# version
+Strategus::syncLockFile(
+  sourceOfTruthLockFileName = hadesWideLockFileName,
+  targetLockFileName = "renv/profiles/dev/renv.lock"
+)
+
+Strategus::syncLockFile(
+  sourceOfTruthLockFileName = "renv/profiles/dev/renv.lock",
+  targetLockFileName = "renv.lock"
+)
+
+# NOTE: Use the compare functions above to verify the files are in sync
+# and add any dependencies that could not be synced automatically to the
+# updatedPackages and updatedDevPackages respectively.
diff --git a/extras/SettingsFunctionsStub.R b/extras/SettingsFunctionsStub.R
index 530c10f..be130ef 100644
--- a/extras/SettingsFunctionsStub.R
+++ b/extras/SettingsFunctionsStub.R
@@ -1,4 +1,4 @@
-# Copyright 2023 Observational Health Data Sciences and Informatics
+# Copyright 2024 Observational Health Data Sciences and Informatics
 #
 # This file is part of CohortGeneratorModule
 #
diff --git a/hades-wide.lock b/hades-wide.lock
new file mode 100644
index 0000000..089d5ad
--- /dev/null
+++ b/hades-wide.lock
@@ -0,0 +1,1565 @@
+{
+	"R" : {
+		"Version" : "4.2.3",
+		"Repositories" : [
+			{
+				"Name" : "CRAN",
+				"URL" : "https://cloud.r-project.org"
+			}
+		]
+	},
+	"Packages" : {
+		"cli" : {
+			"Package" : "cli",
+			"Version" : "3.6.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"glue" : {
+			"Package" : "glue",
+			"Version" : "1.6.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rlang" : {
+			"Package" : "rlang",
+			"Version" : "1.1.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"lifecycle" : {
+			"Package" : "lifecycle",
+			"Version" : "1.0.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"fansi" : {
+			"Package" : "fansi",
+			"Version" : "1.0.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"ps" : {
+			"Package" : "ps",
+			"Version" : "1.7.5",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"R6" : {
+			"Package" : "R6",
+			"Version" : "2.5.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"utf8" : {
+			"Package" : "utf8",
+			"Version" : "1.2.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"vctrs" : {
+			"Package" : "vctrs",
+			"Version" : "0.6.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"base64enc" : {
+			"Package" : "base64enc",
+			"Version" : "0.1-3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"digest" : {
+			"Package" : "digest",
+			"Version" : "0.6.33",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"ellipsis" : {
+			"Package" : "ellipsis",
+			"Version" : "0.3.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"fastmap" : {
+			"Package" : "fastmap",
+			"Version" : "1.1.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"magrittr" : {
+			"Package" : "magrittr",
+			"Version" : "2.0.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"pillar" : {
+			"Package" : "pillar",
+			"Version" : "1.9.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"pkgconfig" : {
+			"Package" : "pkgconfig",
+			"Version" : "2.0.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"processx" : {
+			"Package" : "processx",
+			"Version" : "3.8.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rprojroot" : {
+			"Package" : "rprojroot",
+			"Version" : "2.0.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"withr" : {
+			"Package" : "withr",
+			"Version" : "2.5.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"bit" : {
+			"Package" : "bit",
+			"Version" : "4.0.5",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"cachem" : {
+			"Package" : "cachem",
+			"Version" : "1.0.8",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"callr" : {
+			"Package" : "callr",
+			"Version" : "3.7.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"cpp11" : {
+			"Package" : "cpp11",
+			"Version" : "0.4.6",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"crayon" : {
+			"Package" : "crayon",
+			"Version" : "1.5.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"desc" : {
+			"Package" : "desc",
+			"Version" : "1.4.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"fs" : {
+			"Package" : "fs",
+			"Version" : "1.6.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"generics" : {
+			"Package" : "generics",
+			"Version" : "0.1.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"hms" : {
+			"Package" : "hms",
+			"Version" : "1.1.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"htmltools" : {
+			"Package" : "htmltools",
+			"Version" : "0.5.6",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"prettyunits" : {
+			"Package" : "prettyunits",
+			"Version" : "1.2.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rappdirs" : {
+			"Package" : "rappdirs",
+			"Version" : "0.3.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"Rcpp" : {
+			"Package" : "Rcpp",
+			"Version" : "1.0.11",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"stringi" : {
+			"Package" : "stringi",
+			"Version" : "1.7.12",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"tibble" : {
+			"Package" : "tibble",
+			"Version" : "3.2.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"tidyselect" : {
+			"Package" : "tidyselect",
+			"Version" : "1.2.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"xfun" : {
+			"Package" : "xfun",
+			"Version" : "0.40",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"backports" : {
+			"Package" : "backports",
+			"Version" : "1.4.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"bit64" : {
+			"Package" : "bit64",
+			"Version" : "4.0.5",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"colorspace" : {
+			"Package" : "colorspace",
+			"Version" : "2.1-0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"diffobj" : {
+			"Package" : "diffobj",
+			"Version" : "0.3.5",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"dplyr" : {
+			"Package" : "dplyr",
+			"Version" : "1.1.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"evaluate" : {
+			"Package" : "evaluate",
+			"Version" : "0.22",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"highr" : {
+			"Package" : "highr",
+			"Version" : "0.10",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"jquerylib" : {
+			"Package" : "jquerylib",
+			"Version" : "0.1.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"jsonlite" : {
+			"Package" : "jsonlite",
+			"Version" : "1.8.7",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"later" : {
+			"Package" : "later",
+			"Version" : "1.3.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"lattice" : {
+			"Package" : "lattice",
+			"Version" : "0.20-45",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"memoise" : {
+			"Package" : "memoise",
+			"Version" : "2.0.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"mime" : {
+			"Package" : "mime",
+			"Version" : "0.12",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"pkgbuild" : {
+			"Package" : "pkgbuild",
+			"Version" : "1.4.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"progress" : {
+			"Package" : "progress",
+			"Version" : "1.2.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"purrr" : {
+			"Package" : "purrr",
+			"Version" : "1.0.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rematch2" : {
+			"Package" : "rematch2",
+			"Version" : "2.1.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"sass" : {
+			"Package" : "sass",
+			"Version" : "0.4.7",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"stringr" : {
+			"Package" : "stringr",
+			"Version" : "1.5.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"sys" : {
+			"Package" : "sys",
+			"Version" : "3.4.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"tzdb" : {
+			"Package" : "tzdb",
+			"Version" : "0.4.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"yaml" : {
+			"Package" : "yaml",
+			"Version" : "2.3.7",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"askpass" : {
+			"Package" : "askpass",
+			"Version" : "1.2.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"blob" : {
+			"Package" : "blob",
+			"Version" : "1.2.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"brio" : {
+			"Package" : "brio",
+			"Version" : "1.1.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"bslib" : {
+			"Package" : "bslib",
+			"Version" : "0.5.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"checkmate" : {
+			"Package" : "checkmate",
+			"Version" : "2.2.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"clipr" : {
+			"Package" : "clipr",
+			"Version" : "0.8.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"DBI" : {
+			"Package" : "DBI",
+			"Version" : "1.1.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"farver" : {
+			"Package" : "farver",
+			"Version" : "2.1.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"fontawesome" : {
+			"Package" : "fontawesome",
+			"Version" : "0.5.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"knitr" : {
+			"Package" : "knitr",
+			"Version" : "1.44",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"labeling" : {
+			"Package" : "labeling",
+			"Version" : "0.4.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"Matrix" : {
+			"Package" : "Matrix",
+			"Version" : "1.6-0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"munsell" : {
+			"Package" : "munsell",
+			"Version" : "0.5.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"nlme" : {
+			"Package" : "nlme",
+			"Version" : "3.1-162",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"pkgload" : {
+			"Package" : "pkgload",
+			"Version" : "1.3.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"plogr" : {
+			"Package" : "plogr",
+			"Version" : "0.2.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"praise" : {
+			"Package" : "praise",
+			"Version" : "1.0.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"promises" : {
+			"Package" : "promises",
+			"Version" : "1.2.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"RColorBrewer" : {
+			"Package" : "RColorBrewer",
+			"Version" : "1.1-3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rJava" : {
+			"Package" : "rJava",
+			"Version" : "1.0-6",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"tidyr" : {
+			"Package" : "tidyr",
+			"Version" : "1.3.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"tinytex" : {
+			"Package" : "tinytex",
+			"Version" : "0.47",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"triebeard" : {
+			"Package" : "triebeard",
+			"Version" : "0.4.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"viridisLite" : {
+			"Package" : "viridisLite",
+			"Version" : "0.4.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"vroom" : {
+			"Package" : "vroom",
+			"Version" : "1.6.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"waldo" : {
+			"Package" : "waldo",
+			"Version" : "0.5.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"zoo" : {
+			"Package" : "zoo",
+			"Version" : "1.8-12",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"BH" : {
+			"Package" : "BH",
+			"Version" : "1.81.0-1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"commonmark" : {
+			"Package" : "commonmark",
+			"Version" : "1.9.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"curl" : {
+			"Package" : "curl",
+			"Version" : "5.1.0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"dbplyr" : {
+			"Package" : "dbplyr",
+			"Version" : "2.3.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"gtable" : {
+			"Package" : "gtable",
+			"Version" : "0.3.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"httpuv" : {
+			"Package" : "httpuv",
+			"Version" : "1.6.11",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"isoband" : {
+			"Package" : "isoband",
+			"Version" : "0.2.7",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"lazyeval" : {
+			"Package" : "lazyeval",
+			"Version" : "0.2.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"MASS" : {
+			"Package" : "MASS",
+			"Version" : "7.3-58.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"mathjaxr" : {
+			"Package" : "mathjaxr",
+			"Version" : "1.6-0",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"mgcv" : {
+			"Package" : "mgcv",
+			"Version" : "1.8-42",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"openssl" : {
+			"Package" : "openssl",
+			"Version" : "2.1.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"readr" : {
+			"Package" : "readr",
+			"Version" : "2.1.4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"rmarkdown" : {
+			"Package" : "rmarkdown",
+			"Version" : "2.25",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"RSQLite" : {
+			"Package" : "RSQLite",
+			"Version" : "2.3.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"scales" : {
+			"Package" : "scales",
+			"Version" : "1.2.1",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"snow" : {
+			"Package" : "snow",
+			"Version" : "0.4-4",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"sourcetools" : {
+			"Package" : "sourcetools",
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+			"Package" : "R.utils",
+			"Version" : "2.12.2",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"renv" : {
+			"Package" : "renv",
+			"Version" : "1.0.3",
+			"Source" : "Repository",
+			"Repository" : "CRAN"
+		},
+		"CirceR" : {
+			"Package" : "CirceR",
+			"Version" : "1.3.1",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "CirceR",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.3.1"
+		},
+		"FeatureExtraction" : {
+			"Package" : "FeatureExtraction",
+			"Version" : "3.3.1",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "FeatureExtraction",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v3.3.1"
+		},
+		"CohortGenerator" : {
+			"Package" : "CohortGenerator",
+			"Version" : "0.8.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "CohortGenerator",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v0.8.0"
+		},
+		"OhdsiShinyModules" : {
+			"Package" : "OhdsiShinyModules",
+			"Version" : "1.1.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "OhdsiShinyModules",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.1.0"
+		},
+		"PatientLevelPrediction" : {
+			"Package" : "PatientLevelPrediction",
+			"Version" : "6.3.5",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "PatientLevelPrediction",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v6.3.5"
+		},
+		"ResultModelManager" : {
+			"Package" : "ResultModelManager",
+			"Version" : "0.5.1",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "ResultModelManager",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v0.5.1"
+		},
+		"BigKnn" : {
+			"Package" : "BigKnn",
+			"Version" : "1.0.2",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "BigKnn",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.0.2"
+		},
+		"Capr" : {
+			"Package" : "Capr",
+			"Version" : "2.0.7",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "Capr",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v2.0.7"
+		},
+		"Characterization" : {
+			"Package" : "Characterization",
+			"Version" : "0.1.1",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "Characterization",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v0.1.1"
+		},
+		"CohortDiagnostics" : {
+			"Package" : "CohortDiagnostics",
+			"Version" : "3.2.4",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "CohortDiagnostics",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v3.2.4"
+		},
+		"CohortMethod" : {
+			"Package" : "CohortMethod",
+			"Version" : "5.1.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "CohortMethod",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v5.1.0"
+		},
+		"DataQualityDashboard" : {
+			"Package" : "DataQualityDashboard",
+			"Version" : "2.4.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "DataQualityDashboard",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v2.4.0"
+		},
+		"DeepPatientLevelPrediction" : {
+			"Package" : "DeepPatientLevelPrediction",
+			"Version" : "2.0.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "DeepPatientLevelPrediction",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v2.0.0"
+		},
+		"EnsemblePatientLevelPrediction" : {
+			"Package" : "EnsemblePatientLevelPrediction",
+			"Version" : "1.0.2",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "EnsemblePatientLevelPrediction",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.0.2"
+		},
+		"Eunomia" : {
+			"Package" : "Eunomia",
+			"Version" : "1.0.2",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "Eunomia",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.0.2"
+		},
+		"Hydra" : {
+			"Package" : "Hydra",
+			"Version" : "0.4.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "Hydra",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v0.4.0"
+		},
+		"MethodEvaluation" : {
+			"Package" : "MethodEvaluation",
+			"Version" : "2.3.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "MethodEvaluation",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v2.3.0"
+		},
+		"OhdsiSharing" : {
+			"Package" : "OhdsiSharing",
+			"Version" : "0.2.2",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "OhdsiSharing",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v0.2.2"
+		},
+		"PhenotypeLibrary" : {
+			"Package" : "PhenotypeLibrary",
+			"Version" : "3.25.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "PhenotypeLibrary",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v3.25.0"
+		},
+		"PheValuator" : {
+			"Package" : "PheValuator",
+			"Version" : "2.2.10",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "PheValuator",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v2.2.10"
+		},
+		"ROhdsiWebApi" : {
+			"Package" : "ROhdsiWebApi",
+			"Version" : "1.3.3",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "ROhdsiWebApi",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.3.3"
+		},
+		"SelfControlledCaseSeries" : {
+			"Package" : "SelfControlledCaseSeries",
+			"Version" : "4.2.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "SelfControlledCaseSeries",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v4.2.0"
+		},
+		"SelfControlledCohort" : {
+			"Package" : "SelfControlledCohort",
+			"Version" : "1.6.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "SelfControlledCohort",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.6.0"
+		},
+		"ShinyAppBuilder" : {
+			"Package" : "ShinyAppBuilder",
+			"Version" : "1.1.2",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "ShinyAppBuilder",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.1.2"
+		},
+		"Hades" : {
+			"Package" : "Hades",
+			"Version" : "1.13.0",
+			"Source" : "GitHub",
+			"RemoteType" : "github",
+			"RemoteHost" : "api.github.com",
+			"RemoteRepo" : "Hades",
+			"RemoteUsername" : "ohdsi",
+			"RemoteRef" : "v1.13.0"
+		}
+	}
+}
diff --git a/renv.lock b/renv.lock
index 81cbb98..15dfba7 100644
--- a/renv.lock
+++ b/renv.lock
@@ -13,449 +13,263 @@
       "Package": "Andromeda",
       "Version": "0.6.3",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "RSQLite",
+        "cli",
+        "dbplyr",
+        "dplyr",
+        "hms",
+        "methods",
+        "pillar",
+        "rlang",
+        "tidyselect",
+        "zip"
+      ],
+      "Hash": "cad6476575c944a25e52317aa6edced9"
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     "BH": {
       "Package": "BH",
       "Version": "1.81.0-1",
       "Source": "Repository",
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-      "Version": "1.0.2",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "BigKnn",
-      "RemoteUsername": "ohdsi",
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-      "Source": "GitHub",
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-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "Capr",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v2.0.0"
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-      "Source": "GitHub",
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-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "Characterization",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v0.1.1"
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-      "Version": "1.3.0",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "CirceR",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v1.3.0"
-    },
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-      "Version": "3.2.3",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "CohortDiagnostics",
-      "RemoteUsername": "ohdsi",
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-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "CohortExplorer",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v0.0.11"
+      "Repository": "CRAN",
+      "Hash": "68122010f01c4dcfbe58ce7112f2433d"
     },
     "CohortGenerator": {
       "Package": "CohortGenerator",
-      "Version": "0.8.0",
+      "Version": "0.8.1",
       "Source": "GitHub",
       "RemoteType": "github",
       "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
       "RemoteRepo": "CohortGenerator",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v0.8.0"
-    },
-    "CohortIncidence": {
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-      "Version": "3.1.5",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "CohortIncidence",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v3.1.5"
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-      "Version": "5.1.0",
-      "Source": "GitHub",
-      "RemoteType": "github",
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-      "RemoteRepo": "CohortMethod",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v5.1.0"
-    },
-    "CompQuadForm": {
-      "Package": "CompQuadForm",
-      "Version": "1.4.3",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "RemoteRef": "v0.8.1",
+      "RemoteSha": "78757f1b191a395cf9dcff0d5bbe2b9fa4aa163e"
     },
     "Cyclops": {
       "Package": "Cyclops",
-      "Version": "3.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "Version": "3.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Andromeda",
+        "BH",
+        "Matrix",
+        "R",
+        "Rcpp",
+        "RcppEigen",
+        "bit64",
+        "dplyr",
+        "methods",
+        "rlang",
+        "survival"
+      ],
+      "Hash": "319ed4c34c5b150ebba5e0faadc53847"
     },
     "DBI": {
       "Package": "DBI",
       "Version": "1.1.3",
       "Source": "Repository",
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-    },
-    "DT": {
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-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteRepo": "DataQualityDashboard",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v2.1.2"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
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+      "Hash": "b2866e62bab9378c3cc9476a1954226b"
     },
     "DatabaseConnector": {
       "Package": "DatabaseConnector",
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-      "Source": "Repository",
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-    },
-    "EvidenceSynthesis": {
-      "Package": "EvidenceSynthesis",
-      "Version": "0.5.0",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "Version": "6.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "SqlRender",
+        "bit64",
+        "checkmate",
+        "dbplyr",
+        "digest",
+        "methods",
+        "rJava",
+        "readr",
+        "rlang",
+        "stringr",
+        "urltools",
+        "utils"
+      ],
+      "Hash": "115822c1e0acd6b602a414d1226d1a3b"
     },
     "FeatureExtraction": {
       "Package": "FeatureExtraction",
-      "Version": "3.3.0",
+      "Version": "3.3.1",
       "Source": "GitHub",
       "RemoteType": "github",
       "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
       "RemoteRepo": "FeatureExtraction",
-      "RemoteUsername": "ohdsi",
-      "RemoteRef": "v3.3.0"
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-    },
-    "KMsurv": {
-      "Package": "KMsurv",
-      "Version": "0.1-5",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "RemoteRef": "v3.3.1",
+      "RemoteSha": "1face4df746173667e961d681050021959389694"
     },
     "MASS": {
       "Package": "MASS",
       "Version": "7.3-58.2",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "e02d1a0f6122fd3e634b25b433704344"
     },
     "Matrix": {
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-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "MatrixModels": {
-      "Package": "MatrixModels",
-      "Version": "0.5-1",
+      "Version": "1.6-0",
       "Source": "Repository",
       "Repository": "CRAN"
     },
-    "MethodEvaluation": {
-      "Package": "MethodEvaluation",
-      "Version": "2.2.0",
-      "Source": "GitHub",
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-      "RemoteRepo": "MethodEvaluation",
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-      "RemoteUsername": "ohdsi",
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-      "Version": "1.1.0",
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-      "RemoteType": "github",
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-      "RemoteRepo": "OhdsiShinyModules",
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-      "RemoteRef": "v1.1.0"
-    },
     "PRROC": {
       "Package": "PRROC",
       "Version": "1.3.1",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Hash": "5506f0a5a0661ac39bfcfca702f1f282"
     },
     "ParallelLogger": {
       "Package": "ParallelLogger",
-      "Version": "3.1.0",
+      "Version": "3.3.0",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "jsonlite",
+        "methods",
+        "snow",
+        "utils",
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-      "Repository": "CRAN"
-    },
-    "testthat": {
-      "Package": "testthat",
-      "Version": "3.1.7",
+      "Version": "3.4.2",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Hash": "34c16f1ef796057bfa06d3f4ff818a5d"
     },
     "tibble": {
       "Package": "tibble",
       "Version": "3.2.1",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "fansi",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "pkgconfig",
+        "rlang",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "a84e2cc86d07289b3b6f5069df7a004c"
     },
     "tidyr": {
       "Package": "tidyr",
       "Version": "1.3.0",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "cpp11",
+        "dplyr",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyselect",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf"
     },
     "tidyselect": {
       "Package": "tidyselect",
       "Version": "1.2.0",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "79540e5fcd9e0435af547d885f184fd5"
     },
     "timechange": {
       "Package": "timechange",
       "Version": "0.2.0",
       "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "tinytex": {
-      "Package": "tinytex",
-      "Version": "0.44",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "tippy": {
-      "Package": "tippy",
-      "Version": "0.1.0",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "torch": {
-      "Package": "torch",
-      "Version": "0.9.1",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "torchopt": {
-      "Package": "torchopt",
-      "Version": "0.1.3",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "8548b44f79a35ba1791308b61e6012d7"
     },
     "triebeard": {
       "Package": "triebeard",
       "Version": "0.4.1",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "Rcpp"
+      ],
+      "Hash": "642507a148b0dd9b5620177e0a044413"
     },
     "tzdb": {
       "Package": "tzdb",
-      "Version": "0.3.0",
+      "Version": "0.4.0",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "b2e1cbce7c903eaf23ec05c58e59fb5e"
     },
     "urltools": {
       "Package": "urltools",
       "Version": "1.7.3",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "methods",
+        "triebeard"
+      ],
+      "Hash": "e86a704261a105f4703f653e05defa3e"
     },
     "utf8": {
       "Package": "utf8",
       "Version": "1.2.3",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "1fe17157424bb09c48a8b3b550c753bc"
     },
     "vctrs": {
       "Package": "vctrs",
-      "Version": "0.6.1",
+      "Version": "0.6.3",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "a745bda7aff4734c17294bb41d4e4607"
     },
     "viridisLite": {
       "Package": "viridisLite",
-      "Version": "0.4.1",
+      "Version": "0.4.2",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "62f4b5da3e08d8e5bcba6cac15603f70"
     },
     "vroom": {
       "Package": "vroom",
-      "Version": "1.6.1",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "waldo": {
-      "Package": "waldo",
-      "Version": "0.4.0",
-      "Source": "Repository",
-      "Repository": "CRAN"
+      "Version": "1.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit64",
+        "cli",
+        "cpp11",
+        "crayon",
+        "glue",
+        "hms",
+        "lifecycle",
+        "methods",
+        "progress",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyselect",
+        "tzdb",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "7015a74373b83ffaef64023f4a0f5033"
     },
     "withr": {
       "Package": "withr",
-      "Version": "2.5.0",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "xfun": {
-      "Package": "xfun",
-      "Version": "0.38",
+      "Version": "2.5.1",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "c0e49a9760983e81e55cdd9be92e7182"
     },
     "xgboost": {
       "Package": "xgboost",
       "Version": "1.7.5.1",
-      "Source": "Repository"
-    },
-    "xml2": {
-      "Package": "xml2",
-      "Version": "1.3.3",
       "Source": "Repository",
       "Repository": "CRAN"
     },
-    "xtable": {
-      "Package": "xtable",
-      "Version": "1.8-4",
+    "xml2": {
+      "Package": "xml2",
+      "Version": "1.3.5",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "40682ed6a969ea5abfd351eb67833adc"
     },
     "yaml": {
       "Package": "yaml",
       "Version": "2.3.7",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Hash": "0d0056cc5383fbc240ccd0cb584bf436"
     },
     "zip": {
       "Package": "zip",
-      "Version": "2.2.2",
-      "Source": "Repository",
-      "Repository": "CRAN"
-    },
-    "zoo": {
-      "Package": "zoo",
-      "Version": "1.8-11",
+      "Version": "2.3.0",
       "Source": "Repository",
-      "Repository": "CRAN"
+      "Repository": "CRAN",
+      "Hash": "c42bfcec3fa6a0cce17ce1f8bc684f88"
     }
   }
 }
diff --git a/renv/.gitignore b/renv/.gitignore
index 22a0d01..0ec0cbb 100644
--- a/renv/.gitignore
+++ b/renv/.gitignore
@@ -1,7 +1,7 @@
-sandbox/
 library/
 local/
 cellar/
 lock/
 python/
+sandbox/
 staging/
diff --git a/renv/activate.R b/renv/activate.R
index ae7b01d..cb5401f 100644
--- a/renv/activate.R
+++ b/renv/activate.R
@@ -2,7 +2,7 @@
 local({
 
   # the requested version of renv
-  version <- "1.0.2"
+  version <- "1.0.3"
   attr(version, "sha") <- NULL
 
   # the project directory
diff --git a/renv/profiles/dev/renv.lock b/renv/profiles/dev/renv.lock
new file mode 100644
index 0000000..0b27972
--- /dev/null
+++ b/renv/profiles/dev/renv.lock
@@ -0,0 +1,1475 @@
+{
+  "R": {
+    "Version": "4.2.3",
+    "Repositories": [
+      {
+        "Name": "CRAN",
+        "URL": "https://packagemanager.posit.co/cran/latest"
+      }
+    ]
+  },
+  "Packages": {
+    "Andromeda": {
+      "Package": "Andromeda",
+      "Version": "0.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "RSQLite",
+        "cli",
+        "dbplyr",
+        "dplyr",
+        "hms",
+        "methods",
+        "pillar",
+        "rlang",
+        "tidyselect",
+        "zip"
+      ],
+      "Hash": "cad6476575c944a25e52317aa6edced9"
+    },
+    "BH": {
+      "Package": "BH",
+      "Version": "1.81.0-1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "68122010f01c4dcfbe58ce7112f2433d"
+    },
+    "CohortGenerator": {
+      "Package": "CohortGenerator",
+      "Version": "0.8.1",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
+      "RemoteRepo": "CohortGenerator",
+      "RemoteRef": "v0.8.1",
+      "RemoteSha": "78757f1b191a395cf9dcff0d5bbe2b9fa4aa163e"
+    },
+    "Cyclops": {
+      "Package": "Cyclops",
+      "Version": "3.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Andromeda",
+        "BH",
+        "Matrix",
+        "R",
+        "Rcpp",
+        "RcppEigen",
+        "bit64",
+        "dplyr",
+        "methods",
+        "rlang",
+        "survival"
+      ],
+      "Hash": "319ed4c34c5b150ebba5e0faadc53847"
+    },
+    "DBI": {
+      "Package": "DBI",
+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "b2866e62bab9378c3cc9476a1954226b"
+    },
+    "DatabaseConnector": {
+      "Package": "DatabaseConnector",
+      "Version": "6.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "SqlRender",
+        "bit64",
+        "checkmate",
+        "dbplyr",
+        "digest",
+        "methods",
+        "rJava",
+        "readr",
+        "rlang",
+        "stringr",
+        "urltools",
+        "utils"
+      ],
+      "Hash": "115822c1e0acd6b602a414d1226d1a3b"
+    },
+    "Eunomia": {
+      "Package": "Eunomia",
+      "Version": "1.0.2",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
+      "RemoteRepo": "Eunomia",
+      "RemoteRef": "v1.0.2",
+      "RemoteSha": "e330860e581bcb33896ef1dbac29549224e0990c"
+    },
+    "FeatureExtraction": {
+      "Package": "FeatureExtraction",
+      "Version": "3.3.1",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
+      "RemoteRepo": "FeatureExtraction",
+      "RemoteRef": "v3.3.1",
+      "RemoteSha": "1face4df746173667e961d681050021959389694"
+    },
+    "MASS": {
+      "Package": "MASS",
+      "Version": "7.3-58.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "e02d1a0f6122fd3e634b25b433704344"
+    },
+    "Matrix": {
+      "Package": "Matrix",
+      "Version": "1.6-0",
+      "Source": "Repository",
+      "Repository": "CRAN"
+    },
+    "PRROC": {
+      "Package": "PRROC",
+      "Version": "1.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "5506f0a5a0661ac39bfcfca702f1f282"
+    },
+    "ParallelLogger": {
+      "Package": "ParallelLogger",
+      "Version": "3.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "jsonlite",
+        "methods",
+        "snow",
+        "utils",
+        "xml2"
+      ],
+      "Hash": "28193dcf6f3a60b54ed7e2d34d1ffd9a"
+    },
+    "PatientLevelPrediction": {
+      "Package": "PatientLevelPrediction",
+      "Version": "6.3.6",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
+      "RemoteRepo": "PatientLevelPrediction",
+      "RemoteRef": "v6.3.6",
+      "RemoteSha": "7a55c31de7e9a49290c3c35e172962440c70b8a8"
+    },
+    "R6": {
+      "Package": "R6",
+      "Version": "2.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "470851b6d5d0ac559e9d01bb352b4021"
+    },
+    "RColorBrewer": {
+      "Package": "RColorBrewer",
+      "Version": "1.1-3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "45f0398006e83a5b10b72a90663d8d8c"
+    },
+    "RJSONIO": {
+      "Package": "RJSONIO",
+      "Version": "1.3-1.8",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods"
+      ],
+      "Hash": "cd79d1874fb20217463451f8c310c526"
+    },
+    "RSQLite": {
+      "Package": "RSQLite",
+      "Version": "2.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "bit64",
+        "blob",
+        "cpp11",
+        "memoise",
+        "methods",
+        "pkgconfig",
+        "plogr"
+      ],
+      "Hash": "207c90cd5438a1f596da2cd54c606fee"
+    },
+    "Rcpp": {
+      "Package": "Rcpp",
+      "Version": "1.0.11",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods",
+        "utils"
+      ],
+      "Hash": "e749cae40fa9ef469b6050959517453c"
+    },
+    "RcppEigen": {
+      "Package": "RcppEigen",
+      "Version": "0.3.3.9.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Matrix",
+        "R",
+        "Rcpp",
+        "stats",
+        "utils"
+      ],
+      "Hash": "1e035db628cefb315c571202d70202fe"
+    },
+    "RcppTOML": {
+      "Package": "RcppTOML",
+      "Version": "0.2.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp"
+      ],
+      "Hash": "c232938949fcd8126034419cc529333a"
+    },
+    "ResultModelManager": {
+      "Package": "ResultModelManager",
+      "Version": "0.5.6",
+      "Source": "GitHub",
+      "RemoteType": "github",
+      "RemoteHost": "api.github.com",
+      "RemoteUsername": "OHDSI",
+      "RemoteRepo": "ResultModelManager",
+      "RemoteRef": "v0.5.6",
+      "RemoteSha": "3033804e5af77b8b8dacda67c4d6853731e3641b"
+    },
+    "SqlRender": {
+      "Package": "SqlRender",
+      "Version": "1.16.1",
+      "Source": "Repository",
+      "Repository": "CRAN"
+    },
+    "askpass": {
+      "Package": "askpass",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN"
+    },
+    "assertthat": {
+      "Package": "assertthat",
+      "Version": "0.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "tools"
+      ],
+      "Hash": "50c838a310445e954bc13f26f26a6ecf"
+    },
+    "backports": {
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+      "Version": "1.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "c39fbec8a30d23e721980b8afb31984c"
+    },
+    "bit": {
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+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "d242abec29412ce988848d0294b208fd"
+    },
+    "bit64": {
+      "Package": "bit64",
+      "Version": "4.0.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit",
+        "methods",
+        "stats",
+        "utils"
+      ],
+      "Hash": "9fe98599ca456d6552421db0d6772d8f"
+    },
+    "blob": {
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+      "Version": "1.2.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "methods",
+        "rlang",
+        "vctrs"
+      ],
+      "Hash": "40415719b5a479b87949f3aa0aee737c"
+    },
+    "brio": {
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+      "Version": "1.1.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "976cf154dfb043c012d87cddd8bca363"
+    },
+    "cachem": {
+      "Package": "cachem",
+      "Version": "1.0.8",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "fastmap",
+        "rlang"
+      ],
+      "Hash": "cda74447c42f529de601fe4d4050daef"
+    },
+    "callr": {
+      "Package": "callr",
+      "Version": "3.7.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "processx",
+        "utils"
+      ],
+      "Hash": "9b2191ede20fa29828139b9900922e51"
+    },
+    "checkmate": {
+      "Package": "checkmate",
+      "Version": "2.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "backports",
+        "utils"
+      ],
+      "Hash": "ca9c113196136f4a9ca9ce6079c2c99e"
+    },
+    "cli": {
+      "Package": "cli",
+      "Version": "3.6.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "utils"
+      ],
+      "Hash": "89e6d8219950eac806ae0c489052048a"
+    },
+    "clipr": {
+      "Package": "clipr",
+      "Version": "0.8.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "utils"
+      ],
+      "Hash": "3f038e5ac7f41d4ac41ce658c85e3042"
+    },
+    "colorspace": {
+      "Package": "colorspace",
+      "Version": "2.1-0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "methods",
+        "stats"
+      ],
+      "Hash": "f20c47fd52fae58b4e377c37bb8c335b"
+    },
+    "cpp11": {
+      "Package": "cpp11",
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+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "ed588261931ee3be2c700d22e94a29ab"
+    },
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+      "Requirements": [
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+        "methods",
+        "utils"
+      ],
+      "Hash": "e8a1e41acf02548751f45c718d55aa6a"
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+      "Version": "2.3.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "DBI",
+        "R",
+        "R6",
+        "blob",
+        "cli",
+        "dplyr",
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+    "tibble": {
+      "Package": "tibble",
+      "Version": "3.2.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "fansi",
+        "lifecycle",
+        "magrittr",
+        "methods",
+        "pillar",
+        "pkgconfig",
+        "rlang",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "a84e2cc86d07289b3b6f5069df7a004c"
+    },
+    "tidyr": {
+      "Package": "tidyr",
+      "Version": "1.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "cpp11",
+        "dplyr",
+        "glue",
+        "lifecycle",
+        "magrittr",
+        "purrr",
+        "rlang",
+        "stringr",
+        "tibble",
+        "tidyselect",
+        "utils",
+        "vctrs"
+      ],
+      "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf"
+    },
+    "tidyselect": {
+      "Package": "tidyselect",
+      "Version": "1.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "79540e5fcd9e0435af547d885f184fd5"
+    },
+    "timechange": {
+      "Package": "timechange",
+      "Version": "0.2.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "8548b44f79a35ba1791308b61e6012d7"
+    },
+    "triebeard": {
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+      "Version": "0.4.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "Rcpp"
+      ],
+      "Hash": "642507a148b0dd9b5620177e0a044413"
+    },
+    "tzdb": {
+      "Package": "tzdb",
+      "Version": "0.4.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cpp11"
+      ],
+      "Hash": "b2e1cbce7c903eaf23ec05c58e59fb5e"
+    },
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+      "Package": "urltools",
+      "Version": "1.7.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "methods",
+        "triebeard"
+      ],
+      "Hash": "e86a704261a105f4703f653e05defa3e"
+    },
+    "utf8": {
+      "Package": "utf8",
+      "Version": "1.2.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "1fe17157424bb09c48a8b3b550c753bc"
+    },
+    "vctrs": {
+      "Package": "vctrs",
+      "Version": "0.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "cli",
+        "glue",
+        "lifecycle",
+        "rlang"
+      ],
+      "Hash": "a745bda7aff4734c17294bb41d4e4607"
+    },
+    "viridisLite": {
+      "Package": "viridisLite",
+      "Version": "0.4.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "62f4b5da3e08d8e5bcba6cac15603f70"
+    },
+    "vroom": {
+      "Package": "vroom",
+      "Version": "1.6.3",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "bit64",
+        "cli",
+        "cpp11",
+        "crayon",
+        "glue",
+        "hms",
+        "lifecycle",
+        "methods",
+        "progress",
+        "rlang",
+        "stats",
+        "tibble",
+        "tidyselect",
+        "tzdb",
+        "vctrs",
+        "withr"
+      ],
+      "Hash": "7015a74373b83ffaef64023f4a0f5033"
+    },
+    "waldo": {
+      "Package": "waldo",
+      "Version": "0.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "cli",
+        "diffobj",
+        "fansi",
+        "glue",
+        "methods",
+        "rematch2",
+        "rlang",
+        "tibble"
+      ],
+      "Hash": "035fba89d0c86e2113120f93301b98ad"
+    },
+    "withr": {
+      "Package": "withr",
+      "Version": "2.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "grDevices",
+        "graphics",
+        "stats"
+      ],
+      "Hash": "c0e49a9760983e81e55cdd9be92e7182"
+    },
+    "xgboost": {
+      "Package": "xgboost",
+      "Version": "1.7.5.1",
+      "Source": "Repository",
+      "Repository": "CRAN"
+    },
+    "xml2": {
+      "Package": "xml2",
+      "Version": "1.3.5",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "methods"
+      ],
+      "Hash": "40682ed6a969ea5abfd351eb67833adc"
+    },
+    "yaml": {
+      "Package": "yaml",
+      "Version": "2.3.7",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "0d0056cc5383fbc240ccd0cb584bf436"
+    },
+    "zip": {
+      "Package": "zip",
+      "Version": "2.3.0",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Hash": "c42bfcec3fa6a0cce17ce1f8bc684f88"
+    }
+  }
+}
diff --git a/renv/profiles/dev/renv/.gitignore b/renv/profiles/dev/renv/.gitignore
new file mode 100644
index 0000000..0ec0cbb
--- /dev/null
+++ b/renv/profiles/dev/renv/.gitignore
@@ -0,0 +1,7 @@
+library/
+local/
+cellar/
+lock/
+python/
+sandbox/
+staging/
diff --git a/renv/profiles/dev/renv/settings.json b/renv/profiles/dev/renv/settings.json
new file mode 100644
index 0000000..ffdbb32
--- /dev/null
+++ b/renv/profiles/dev/renv/settings.json
@@ -0,0 +1,19 @@
+{
+  "bioconductor.version": null,
+  "external.libraries": [],
+  "ignored.packages": [],
+  "package.dependency.fields": [
+    "Imports",
+    "Depends",
+    "LinkingTo"
+  ],
+  "ppm.enabled": null,
+  "ppm.ignored.urls": [],
+  "r.version": null,
+  "snapshot.type": "implicit",
+  "use.cache": true,
+  "vcs.ignore.cellar": true,
+  "vcs.ignore.library": true,
+  "vcs.ignore.local": true,
+  "vcs.manage.ignores": true
+}
diff --git a/renv/settings.dcf b/renv/settings.dcf
deleted file mode 100644
index 169d82f..0000000
--- a/renv/settings.dcf
+++ /dev/null
@@ -1,10 +0,0 @@
-bioconductor.version:
-external.libraries:
-ignored.packages:
-package.dependency.fields: Imports, Depends, LinkingTo
-r.version:
-snapshot.type: implicit
-use.cache: TRUE
-vcs.ignore.cellar: TRUE
-vcs.ignore.library: TRUE
-vcs.ignore.local: TRUE
diff --git a/tests/test-eunomia.R b/tests/test-eunomia.R
index deff9fd..c5f8614 100644
--- a/tests/test-eunomia.R
+++ b/tests/test-eunomia.R
@@ -1,3 +1,6 @@
+# Use this profile when testing
+# Sys.setenv(RENV_PROFILE = "dev")
+# renv::restore(prompt = FALSE)
 library(testthat)
 library(Eunomia)
 connectionDetails <- getEunomiaConnectionDetails()
@@ -17,7 +20,7 @@ jobContext$moduleExecutionSettings$resultsDatabaseSchema <- jobContext$moduleExe
 test_that("Test createDataModelSchema", {
   source("Main.R")
   createDataModelSchema(jobContext)
-  
+
   # Verify that the table(s) are created
   connection <- DatabaseConnector::connect(
     connectionDetails = jobContext$moduleExecutionSettings$resultsConnectionDetails