Among them, the independent variables with non-zero coefficient estimates are the selected independent variables, including age, Coinfection, CD4+, CD4+/CD8+ ratio, multiple lung infiltrates, smoking, hypertension, ICU admission days, and hospital admission days. Here, CD4 is linked to Hypertension.