Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models Extension: Development of a Critical Appraisal Tool Extension to Assess Racial and Ethnic Equity-Related Risk of Bias for Clinical Prediction Models.
Shazia Mehmood SiddiqueCorinne V EvansMichael HarhayEric S JohnsonJaya AysolaGary E WeissmanNikhil K MullEmilia FloresHarald SchmidtKelley TiptonBrian LeasJennifer S LinPublished in: Health equity (2023)
CARE-CPM provides a valuable risk-of-bias assessment tool extension for clinical prediction models to identify potential algorithmic bias and health equity concerns. Further research is needed to test usability, interrater reliability, and application to decision-makers.