PatientLevelPrediction
Develop Clinical Prediction Models Using the Common Data Model
v6.6.0
·
Mar 9, 2026
·
Apache License 2.0
Description
A user friendly way to create patient level prediction models using the Observational Medical Outcomes Partnership Common Data Model. Given a cohort of interest and an outcome of interest, the package can use data in the Common Data Model to build a large set of features. These features can then be used to fit a predictive model with a number of machine learning algorithms. This is further described in Reps (2017) <doi:10.1093/jamia/ocy032>.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | ERROR |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
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r-devel-linux-x86_64-debian-clang
package dependencies
Packages required but not available: 'DatabaseConnector', 'FeatureExtraction', 'SqlRender' Packages suggested but not available for checking: 'Eunomia', 'OhdsiShinyAppBuilder', 'ResultModelManager' See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
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r-oldrel-macos-arm64
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ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
ERROR
r-devel-linux-x86_64-debian-clang
package dependencies
Packages required but not available: 'DatabaseConnector', 'FeatureExtraction', 'SqlRender' Packages suggested but not available for checking: 'Eunomia', 'OhdsiShinyAppBuilder', 'ResultModelManager' See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’ manual.
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Version History
new
6.6.0
Mar 9, 2026