GPT and Cirrhosis: The algorithm-generated cohort identified a steady rise of aspartate aminotransferase (AST) and alanine aminotransferase (ALT), with ALT greater than AST across the fibrosis stage accompanied by a relative decline with the onset of cirrhosis.