biostudies-literatureRente MJBFoundation for Science and Technology7245https://www.ebi.ac.uk/biostudies/studies/S-EPMC12565041biostudies-literatureUnknown14(20)<b>Background/Objective</b>: The growing volume and complexity of cases presented to emergency departments underline the urgent need for effective clinical-risk-management strategies. Increasing demands for quality and safety in healthcare highlight the importance of predictive tools in supporting timely and informed clinical decision-making. This study aims to evaluate the performance and usefulness of predictive models for managing the clinical risk of people who visit the emergency department. <b>Methods</b>: A systematic review was conducted, including primary observational studies involving people aged 18 and over, who were not pregnant, and who had visited the emergency department; the intervention was clinical-risk management in emergency departments; the comparison was of early warJournal of clinical medicinePredictive Model for Managing the Clinical Risk of Emergency Department Patients: A Systematic Review.PMC12565041UID/04923 - Comprehensive Health Research CentreRente MJBJoao ALDSMota LANDfalsePredictive Model for Managing the Clinical Risk of Emergency Department Patients: A Systematic Review.<b>Background/Objective</b>: The growing volume and complexity of cases presented to emergency departments underline the urgent need for effective clinical-risk-management strategies. Increasing demands for quality and safety in healthcare highlight the importance of predictive tools in supporting timely and informed clinical decision-making. This study aims to evaluate the performance and usefulness of predictive models for managing the clinical risk of people who visit the emergency department. <b>Methods</b>: A systematic review was conducted, including primary observational studies involving people aged 18 and over, who were not pregnant, and who had visited the emergency department; the intervention was clinical-risk management in emergency departments; the comparison was of early war2025-01-01T00:00:00Z2025 Oct2026-05-14T03:21:18.862Z2026-05-14T03:12:48.503ZS-EPMC125650414115611710.3390/jcm14207245