Predicting the unpredictable: unveiling hidden patterns of emergency department unexpected deaths - a retrospective study

Unexpected deaths represented 5.1% of ED fatalities and were often preceded by subtle signs such as behavioral changes or mildly abnormal vital signs. Many occurred after initial stabilization, particularly in short-stay areas, underscoring the need to reflect on the organization and role of these units within the hospital system.