The top five variables on the obtained model feature weights were selected as age, D-dimer, LDH, respiratory rate, and albumin (Table 3), and their AUC values for the prediction of moderate COVID-19 were 0.714, 0.591, 0.589, 0.605, and 0.634 (Figure 2a). The gene discussed is ALB; the disease is COVID-19.