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Harutyunyan et al11 definitions of the study cohorts. For each data set (MIMIC-III and eICU), we defined 5 prediction tasks, each with a distinct study cohort: in-hospital mortality at 48 h, ARF at 4 h, ARF at 12 h, shock at 4 h, and shock at 12 h. ARF: acute respiratory failure; ICU: intensive care unit; PEEP: positive end-expiratory pressure.
