TF and COVID-19: Other factors, such as ratio of lymphocytes, direct and total bilirubin, albumin, transferrin, pH, protein in the pleural fluid, and SpO2, showed very low RR values (0.17 to 0.48), which fits with their inverse correlation with COVID-19 severity.