Development of a risk-adjusted in-hospital mortality prediction model for communityacquired pneumonia: A retrospective analysis using a Japanese administrative database

Community-acquired pneumonia (CAP) is a common cause of patient hospitalization and death, and its burden on the healthcare system is increasing in aging societies. Here, we develop and internally validate risk-adjustment models and scoring systems for predicting mortality in CAP patients to enable more precise measurements of hospital performance.