Moreover, the performance of the combination of the ESR, NEU, CRP, Albumin, RBC, Chlorine, and RDW features in detecting infected patients being higher than their individual performance indicates a high level of confidential information about COVID-19 among these blood features. The gene discussed is ALB; the disease is COVID-19.