Workflow illustrating the study population and divisions into the discovery, training, and validation cohorts. The discovery cohort was selected using extreme phenotypes. The training and validation cohorts were made using a random 2/3 (training) and 1/3 (validation) selection process. RF defined as intubation (not for procedure) within the first 100 days post-HCT.