Among these models, the APGA, AGAP, GAPI, S-index, and XIE models exhibited significant differences in their ability to distinguish liver fibrosis and necroinflammation stages when ALT was below the ULN. The gene discussed is GPT; the disease is Hepatic fibrosis.