Background: Several electronic health record (EHR) mortality prediction models have been developed to promote early goals of care discussions (GOCD) but only a few models were evaluated prospectively. We aimed to implement a real-time 30-day inpatient mortality prediction model previously developed at our facility and evaluate its effect on GOCD in seriously ill transferred patients. [...]