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295, 95% CI 1.152-1.445), and NPAR (OR = 1.476, 95% CI 1.261-1.726) were associated with an increased risk, while PNI (OR = 0.035, 95% CI 0.020-0.059) was associated with a decreased risk of one-year mortality in AKI patients. The AUC was 0.964 (95% CI 0.959-0.969) in the training set based on PNI, age, gender, length of stay (LOS) in hospital, platelets (PLT), ethnicity, LOS in ICU, systolic blood pressure (SBP), diastolic blood pressure (DBP), heart rate, glucose, AKI stage, atrial fibrillation (AF), vasopressor, renal replacement therap