Julie Cwikel

A Transparent Method for Medicolegal Decision-Making: The FAIR Framework for Individualized Attribution in Occupational Disease

OBJECTIVE: To present and evaluate Factor Attribution for Integrated Risk (FAIR), a framework for proportional attribution of excess disease risk in occupational medicine. FAIR aligns epidemiologic evidence with medicolegal thresholds (>50%, ≥20%) and distinguishes population-lev...