The model included baseline serum albumin level, illness severity scores (SOFA, quick SOFA), AKI stage, presence of sepsis, diabetes mellitus, vasopressor use, exposure to nephrotoxic drugs, mechanical ventilation, and patient age. Here, ALB is linked to acute kidney injury.