Compared with those in the derivation cohort, the patients in the derivation cohort had lower serum albumin levels, lower platelet count, higher LSM, and higher FIB-4 scores, indicating that worse liver function, more severe fibrosis and greater portal hypertension. Here, ALB is linked to portal hypertension.