Comprehensive analysis of clinical parameters, including symptoms, laboratory and imaging findings, and surgical interventions, identified leukocytosis, elevated AST‐to‐ALT ratio, and surgical intervention as significant predictors of mortality, providing novel insights from real‐world data. This evidence concerns the gene GPT and Increased total leukocyte count.