A recent study posted to the medRxiv preprint server investigated the elements that predicted all-cause mortality among individuals hospitalized due to influenza, respiratory syncytial virus (RSV), or severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection.