CRP and Decreased liver function: Its clinical applicability is further supported by a parsimonious model incorporating six readily obtainable perioperative variables—liver dysfunction, elevated uric acid, CRP >5 mg/L, surgical duration >5 h, norepinephrine administration, and cardiopulmonary bypass time >3 h—demonstrating robust performance in external validation (sensitivity 94.5%, specificity 93.4%).