It can be observed that the biomarker albumin (AM) and hemoglobin (HG) are important for the prediction of recovered patients #1–#3, whereas the comorbidity shock (SK) and acute respiratory distress syndrome (ARDS) play a more significant role in the identification of deceased patient #4. This evidence concerns the gene ALB and acute respiratory distress syndrome.