ALB and bacterial urinary tract infection: Creatinine emerged as the most influential feature, followed by PO2, sepsis, BUN, lactate, ALB, UO, SpO2, WBC, TBIL, RDW, AST, diabetes, DBP, chloride, HR, glucose, BE, platelets, and UTI.