To classify influenza and viral infections, OASL outperformed IFI27 slightly on GSE42026 with an AUC of 0.852 (95% CI 0.738–0.965) versus 0.765 (95% CI 0.658–0.872). The gene discussed is OASL; the disease is viral infectious disease.