%L discovery10200401 %D 2025 %O This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. %J BMJ Health and Care Informatics %T The Performance of Machine Learning Versus the National Early Warning Score for Predicting Patient Deterioration Risk: A Single-Site Study of Emergency Admissions %A Matthew Watson %A Stelios Boulitsakis Logothetis %A Darren Green %A Mark Holland %A Pinkie Chambers %A Noura Al Moubayed