CRP and Decreased liver function: In this study, we developed and validated a logistic regression model incorporating six perioperative variables—liver dysfunction, elevated uric acid, CRP >5 mg/L, surgical duration >5 h, norepinephrine administration, and cardiopulmonary bypass time >3 h—for predicting stress-induced hyperglycemia (SIH) in non-diabetic cardiac surgery patients.