ALB and acute kidney injury: The SHAP summary plot revealed that furosemide (Lasix), anchor_age, albumin 5%, lactic acid, and creatinine (serum) had the highest average impact across AKI severity classes (AKI stage 1–3), indicating these features play pivotal roles in AKI risk discrimination.