Factor-specific decomposition of mortality predictions produced individualized profiles that varied by population and prediction horizon.
OBJECTIVE To examine whether aggregate all-cause mortality predictions from additive Cox models can be represented as individualized profiles of four prespecified factor contributions, and to assess variation by population, follow-up interval, and acute-severity adjustment. STUDY DESIGN AND SETTING Retrospective anal...