AFP and hepatocellular carcinoma: This multivariate analysis suggested that the machine learning risk score (HR = 1.5, p = 0.015), AFP values (HR = 1.74, p = 0.012) and TNM staging (HR = 2.01, p = 0.01 for stage III + IV) were all independent recurrence indicators of HCC.