Development and validation of a prediction tool to support engagement in HIV care among young people ages 10-24 years in Kenya.

Clinical prediction of LTFU was modest using the surveys-plus-EMR tool and the EMR-alone tool, suggesting limited use in routine care. However, findings may inform future prediction tools and intervention targets to reduce LTFU among AYALWH.