{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T12:56:04Z","timestamp":1776084964214,"version":"3.50.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686080","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T00:00:00Z","timestamp":1754524800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,8,7]]},"abstract":"<jats:p>Recognising sepsis in fast-paced Emergency Department (ED) environments is challenging. The Sepsis risk AI algorithm For Emergency department WAITing room (SAFE WAIT) model was developed to detect sepsis in the ED waiting room. We aimed to evaluate the performance and clinical utility of the SAFE-WAIT model across different patient subgroups in a silent trial. We reported standard evaluation metrics for model\u2019s performance and calculated the model\u2019s expected utility to complement the evaluation. SAFE-WAIT demonstrates an earlier prediction, better subgroup performance compared to the existing Sepsis Alert. Its expected utility highlighted a potential value in the future decision-making process. This silent trial is a first step of our multistage approach for a safe introduction and implementation of AI systems into clinical practice.<\/jats:p>","DOI":"10.3233\/shti250851","type":"book-chapter","created":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:33:03Z","timestamp":1754566383000},"source":"Crossref","is-referenced-by-count":1,"title":["Evaluating the Utility of a Clinical Sepsis AI Tool in Emergency Waiting Rooms: A Preliminary Silent Trial"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-4626-2953","authenticated-orcid":false,"given":"Minh Trang","family":"Hoang","sequence":"first","affiliation":[{"name":"Biomedical Informatics and Digital Health, The University of Sydney, Australia"}]},{"given":"Malcolm","family":"Pradhan","sequence":"additional","affiliation":[{"name":"Biomedical Informatics and Digital Health, The University of Sydney, Australia"}]},{"given":"Tim","family":"Shaw","sequence":"additional","affiliation":[{"name":"Biomedical Informatics and Digital Health, The University of Sydney, Australia"}]},{"given":"Gladis","family":"Kabil","sequence":"additional","affiliation":[{"name":"Western Sydney Local Health District, Westmead, Australia"}]},{"given":"Michelle","family":"Moscova","sequence":"additional","affiliation":[{"name":"Health ANSWERS, Bega, Australia"}]},{"given":"Audrey P.","family":"Wang","sequence":"additional","affiliation":[{"name":"Biomedical Informatics and Digital Health, The University of Sydney, Australia"},{"name":"Western Sydney Local Health District, Westmead, Australia"}]},{"given":"Abdullah","family":"Safi","sequence":"additional","affiliation":[{"name":"NSW Ministry of Health, Sydney, Australia"}]},{"given":"Mostafa","family":"Shaikh","sequence":"additional","affiliation":[{"name":"NSW Ministry of Health, Sydney, Australia"}]},{"given":"Amith","family":"Shetty","sequence":"additional","affiliation":[{"name":"Biomedical Informatics and Digital Health, The University of Sydney, Australia"},{"name":"Western Sydney Local Health District, Westmead, Australia"},{"name":"NSW Ministry of Health, Sydney, Australia"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2025 \u2014 Healthcare Smart \u00d7 Medicine Deep"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI250851","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T11:33:03Z","timestamp":1754566383000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI250851"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,7]]},"ISBN":["9781643686080"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti250851","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,7]]}}}