"""Hospitalization/utilization risk proxy.""" from __future__ import annotations def hospitalization_proxy(ade_risk: float, disease_instability: float) -> float: return max(0.0, min(1.0, 0.5 * ade_risk + 0.5 * (1.0 - disease_instability)))