Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules.

An automated decision rule employing GIB-specific triage and review-of-systems terms can be used to trigger EHR-based deployment of risk stratification models to guide clinical decision making in real time for patients with acute GIB presenting to the ED.