Acute Care for Elders Risk Score: A Practical Machine Learning–Based Tool for Screening High-Risk Older Inpatients

To develop and validate a machine learning–based risk score—the Acute Care for Elders (ACE) Risk Score—that integrates the Clinical Frailty Scale (CFS) with readily available clinical and laboratory data to predict adverse outcomes in older hospitalized patients.