Introduction: The need for a reliable mortality predictor in trauma ICUs Trauma care has advanced rapidly, yet predicting in-hospital mortality among severely injured patients remains a critical challenge for intensivists and trauma teams. Accurate risk stratification supports clinical decision-making, guides resource allocation, and informs conversations with families. In this context, we explore the development of…