CD8A and COVID-19: The ROC curve indicates the probability that the model predicted for a randomly chosen positive case will exceed the result for a randomly chosen negative case (Fig. 2e), which indicates that the absolute numbers of total T cells and CD8+ T cells indicated good prognostic prediction efficacy for COVID-19 severity.