Background: Best-Practice Alerts (BPAs), utilized to reduce the number of adverse events in medical settings, have limited efficacy partly due to alert fatigue and user desensitization. Alert fatigue often stems from inaccurate alerts firing too often as well as poor physician perception of the efficacy of the alerts, both of which lead to reduced physician [...]