Our experimental results revealed that albumin, hemoglobin, total protein (TP), expectoration, diarrhea, soreness, fever, cough, diabetes, ARDS, and shock were highly related to the recovery-time prediction (see Fig. 5b), which was consistent with prior studies41,42. This evidence concerns the gene ALB and acute respiratory distress syndrome.