{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T20:21:11Z","timestamp":1760473271978,"version":"3.43.0"},"reference-count":0,"publisher":"The Association of Faculties of Medicine of Canada","license":[{"start":{"date-parts":[[2025,8,8]],"date-time":"2025-08-08T00:00:00Z","timestamp":1754611200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Can. Med. Ed. J"],"abstract":"<jats:p>Implication Statement\nOSCEai Dermatology demonstrates how large language models (LLMs) like GPT-4 can be integrated into medical education to enhance trainees\u2019 history taking and management skills in an OSCE-like format, including in visual-based specialties like dermatology. By generating diverse, realistic skin cancer role-play scenarios across different skin tones alongside the integration of pre-existing, evidence-based images, the app provides learners with valuable, personalized feedback. This innovation offers a novel, interactive learning tool that supplements traditional teaching methods and can be applied across various specialties. Institutions can adopt or adapt similar LLM-driven educational tools to introduce trainees to a wider range of clinical cases, fostering improved diagnostic skills and patient-centred, culturally sensitive care.<\/jats:p>","DOI":"10.36834\/cmej.80056","type":"journal-article","created":{"date-parts":[[2025,8,9]],"date-time":"2025-08-09T15:42:38Z","timestamp":1754754158000},"source":"Crossref","is-referenced-by-count":1,"title":["OSCEai dermatology: augmenting dermatologic medical education with Large Language Model GPT-4"],"prefix":"10.36834","author":[{"given":"Ye-Jean","family":"Park","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eddie","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muskaan","family":"Sachdeva","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bryan","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sara","family":"Mirali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brian","family":"Rankin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikki","family":"Nathanielsz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abrahim","family":"Abduelmula","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tatiana","family":"Lapa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehul","family":"Gupta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Trevor","family":"Champagne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"22580","published-online":{"date-parts":[[2025,8,8]]},"container-title":["Canadian Medical Education Journal"],"original-title":[],"link":[{"URL":"https:\/\/journalhosting.ucalgary.ca\/index.php\/cmej\/article\/download\/80056\/58392","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journalhosting.ucalgary.ca\/index.php\/cmej\/article\/download\/80056\/58392","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,10]],"date-time":"2025-08-10T15:42:44Z","timestamp":1754840564000},"score":1,"resource":{"primary":{"URL":"https:\/\/journalhosting.ucalgary.ca\/index.php\/cmej\/article\/view\/80056"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.36834\/cmej.80056","relation":{},"ISSN":["1923-1202"],"issn-type":[{"value":"1923-1202","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,8]]}}}