We evaluated univariate, multivariate, and SVM-RFE results together, i.e., after considering statistical significance and clinical relevance, we identified six independent risk factors and included them in a web-based risk calculator: HBV/HCV coinfection, HIV RNA load, CD4 + T cell count, neutrophil count, and lymphocyte count. This evidence concerns the gene CD4 and coinfection.