On multivariable stepwise logistic regression analysis, after adjusting for numerous demographic, clinical, and laboratory variables, we show that higher albumin at admission (aOR = 3.28, p = 0.01) and non-MASLD cirrhosis etiology (aOR = 9.43, p = 0.003) were associated with higher odds of AKIN resolution (Table 2). Here, ALB is linked to Cirrhosis.