Background: A challenge facing many hospital medicine programs is matching provider staffing to daily patient volumes. Staffing models and clinical work schedules are typically built weeks or months in advance, with limited ability to flex up or down in real time based on actual patient volumes. Patient volumes can vary significantly on a daily or [...]