According to multivariate logistic regression analysis, among advanced age, AKI, blood product use, lymphocyte, eosinophil, hemoglobin, platelet, albumin, PCT, CRP, NLR, SII, IPI, and MII, the effectiveness of advanced age and MII in predicting mortality was found to be significant (Table 4). Here, ALB is linked to acute kidney injury.