Background: Few have examined predictive relationships between physical activity (PA) and health using electronic health records (EHRs) of patient-reported PA. Objective: Assess initial predictive validity of the Physical Activity “Vital Sign” (PAVS) recorded in EHRs with BMI and disease burden. …