Background: In-hospital cardiac arrest (IHCA) remains a leading cause of mortality in the United States, with an estimated 290,000 cases annually and survival to discharge rates ranging from 15% to 40% as of 2024. For those patients who achieve return of spontaneous circulation (ROSC), predicting their neurological outcome and survival in the intensive care unit [...]