Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82010
Shigeki Matsubara
{"title":"Writing and artificial intelligence: <i>apprivoiser</i> one's own paper.","authors":"Shigeki Matsubara","doi":"10.36834/cmej.82010","DOIUrl":"10.36834/cmej.82010","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"59"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826820/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82045
Shigeki Matsubara
{"title":"Assessment in medical education: rethinking the reasons for introducing AI.","authors":"Shigeki Matsubara","doi":"10.36834/cmej.82045","DOIUrl":"10.36834/cmej.82045","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"62"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826815/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.81433
Amir-Ali Golrokhian-Sani, Maya Morcos, Chloe Gottlieb
Computer Vision Syndrome is a group of vision symptoms related to screen use, which is a growing point of concern as screens become more integrated into daily life. Medical students are hit particularly hard by this, as they report substantial levels of screen use. While screens are practically necessary in medical education, there are areas of harm reduction that have yet to be addressed. Medical exams are particularly hostile to eye health, as students have to stare at screens for prolonged periods, making them ideal subjects for eye protection and education interventions. Some steps that examiners can take to encourage positive habits in their students are to extend exams with spaces for five-minute breaks or according to the 20-20-20 Rule, encourage an area of alternate fixation for eye breaks, add audio cues signalling breaks, educate about environmental and postural modifications to improve eye health, allow lubricating drops in exams, and modify exams to decrease suspicion of academic misconduct. Le syndrome de la vision artificielle est un ensemble de symptômes visuels liés à l'utilisation d'écrans, ce qui est de plus en plus préoccupant, étant donné que ces écrans sont de plus en plus intégrés à la vie quotidienne. Les étudiants en médecine sont particulièrement touchés par ce phénomène, car ils utilisent souvent les écrans pour leurs études. Pourtant que les écrans sont pratiquement nécessaires dans l'enseignement médical, certains aspects de la réduction des dommages n'ont pas encore été explorés. Les examens médicaux sont particulièrement hostiles à la santé oculaire, car les étudiants doivent regarder des écrans pendant de longues périodes, ce qui en fait des sujets idéaux pour des interventions de protection et d'éducation oculaires. Pour encourager les étudiants à adopter des habitudes positives, les examinateurs peuvent notamment prolonger les examens en prévoyant des pauses de cinq minutes ou en suivant la règle des 20-20-20, encourager une autre zone de fixation pour les pauses, ajouter des signaux audio pour signaler les pauses, informer sur les modifications environnementales et posturales permettant d'améliorer la santé oculaire, autoriser l'utilisation de gouttes lubrifiantes lors des examens, et modifier les examens pour réduire les soupçons de mauvaise conduite académique.
计算机视觉综合症是一组与屏幕使用有关的视觉症状,随着屏幕越来越融入日常生活,这一问题日益引起人们的关注。医学生受到的影响尤其严重,因为他们报告说有大量的屏幕使用时间。虽然筛查在医学教育中实际上是必要的,但仍有一些减少危害的领域有待解决。医学检查尤其不利于眼睛健康,因为学生必须长时间盯着屏幕,这使他们成为眼睛保护和教育干预的理想对象。为了鼓励学生养成积极的习惯,考官可以采取一些措施,比如延长考试时间,留出五分钟的休息时间,或者根据20-20-20规则,鼓励在休息时间设置一个交替的固定区域,增加声音提示信号,教育学生改变环境和姿势以改善眼睛健康,允许在考试中滴润滑液,以及修改考试以减少对学术不端行为的怀疑。人工视觉综合症(Le syndrome de la vision artificielle est un ensemble de symptômes visuels lisamas, l'utilisation d' samcrans),即“est de + en + pracemant”,即“est de + en + pracemant”,即“est de + en + intacimacimans, la vie quotidienne”。在特定的条件下,如有例外,如有例外,如有例外,如有例外,如有例外,如有例外,如有例外。然而,les ecrans是pratiquement necessaires在l 'enseignement医疗、某些方面减少de la des很遗憾有些变量不是安可研讨会探讨。这一规定规定的是,在特定的情况下,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同的是,与其他的情况不同。它les学生采用des习俗阳性,les examinateurs peuvent尤其是延长les反省en prevoyant des停顿de五分钟或者在沿著拉regle des 20-20-20,它另一个区德固定倒les停顿,ajouter des signaux音频信号装置倒莱斯停顿,告密者中找到修改组织等姿势permettant d改进健康oculaire autoriser l 'utilisation de gouttes lubrifiantes当时des反省,修饰语les examens pour remacimduire les souparons de mauvaise conduite acaadsammique。
{"title":"Six ways to get a grip on computer vision syndrome in medical school examinations.","authors":"Amir-Ali Golrokhian-Sani, Maya Morcos, Chloe Gottlieb","doi":"10.36834/cmej.81433","DOIUrl":"10.36834/cmej.81433","url":null,"abstract":"<p><p>Computer Vision Syndrome is a group of vision symptoms related to screen use, which is a growing point of concern as screens become more integrated into daily life. Medical students are hit particularly hard by this, as they report substantial levels of screen use. While screens are practically necessary in medical education, there are areas of harm reduction that have yet to be addressed. Medical exams are particularly hostile to eye health, as students have to stare at screens for prolonged periods, making them ideal subjects for eye protection and education interventions. Some steps that examiners can take to encourage positive habits in their students are to extend exams with spaces for five-minute breaks or according to the 20-20-20 Rule, encourage an area of alternate fixation for eye breaks, add audio cues signalling breaks, educate about environmental and postural modifications to improve eye health, allow lubricating drops in exams, and modify exams to decrease suspicion of academic misconduct. Le syndrome de la vision artificielle est un ensemble de symptômes visuels liés à l'utilisation d'écrans, ce qui est de plus en plus préoccupant, étant donné que ces écrans sont de plus en plus intégrés à la vie quotidienne. Les étudiants en médecine sont particulièrement touchés par ce phénomène, car ils utilisent souvent les écrans pour leurs études. Pourtant que les écrans sont pratiquement nécessaires dans l'enseignement médical, certains aspects de la réduction des dommages n'ont pas encore été explorés. Les examens médicaux sont particulièrement hostiles à la santé oculaire, car les étudiants doivent regarder des écrans pendant de longues périodes, ce qui en fait des sujets idéaux pour des interventions de protection et d'éducation oculaires. Pour encourager les étudiants à adopter des habitudes positives, les examinateurs peuvent notamment prolonger les examens en prévoyant des pauses de cinq minutes ou en suivant la règle des 20-20-20, encourager une autre zone de fixation pour les pauses, ajouter des signaux audio pour signaler les pauses, informer sur les modifications environnementales et posturales permettant d'améliorer la santé oculaire, autoriser l'utilisation de gouttes lubrifiantes lors des examens, et modifier les examens pour réduire les soupçons de mauvaise conduite académique.</p>","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"25-28"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826825/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146055092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82560
Gregory W Chai, Andreea C Murariu, Fok-Han Leung
{"title":"The impact of artificial intelligence on case-based learning during pre-clerkship education.","authors":"Gregory W Chai, Andreea C Murariu, Fok-Han Leung","doi":"10.36834/cmej.82560","DOIUrl":"10.36834/cmej.82560","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"48-49"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826816/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compassionate primary care training and practice in the digital technology sphere: a scoping review protocol.","authors":"Asiana Elma, Vyshnave Jeyabalan, Emma Wilson, Tavis Apramian, Jeffrey Myers, Giovanna Sirianni","doi":"10.36834/cmej.81831","DOIUrl":"10.36834/cmej.81831","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"54-58"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826808/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.80607
Leo Morjaria, Matthew Sibbald
{"title":"Generative artificial intelligence in medical education: moving from potential to practice: when AI surpasses MDs.","authors":"Leo Morjaria, Matthew Sibbald","doi":"10.36834/cmej.80607","DOIUrl":"10.36834/cmej.80607","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"44-45"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826819/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82934
Cindy Schmidt
{"title":"AI in health professions education.","authors":"Cindy Schmidt","doi":"10.36834/cmej.82934","DOIUrl":"https://doi.org/10.36834/cmej.82934","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"3-6"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826827/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.80873
Anusha Aiyar, Henry Moon
Implication Statement This study explores the integration of an augmented Generative Pre-trained Transformer (GPT) tool with curated scientific sources to enhance the learning of pulmonary function test (PFT) interpretation in pre-clerkship medical education. Our findings suggest that this approach offers notable improvements in accuracy, reliability, and the quality of explanations compared to existing tools, such as Out-of-Box GPT and USMLE Q-Banks. The PFT learning assistant can support medical students in navigating common learning barriers, provide a personalized and scalable approach to evidence-based medical education Énoncé des implications de la recherche Cette étude explore l'intégration d'un outil de transformation générative pré-entraînée (GPT) enrichi de ressources scientifiques sélectionnées afin d'améliorer l'apprentissage de l'interprétation des épreuves fonctionnelles respiratoires (EFR) dans la formation médicale préclinique. Nos résultats suggèrent que cette approche offre des améliorations notables en termes de précision, de fiabilité et de qualité des explications par rapport aux outils existants, tels que le GPT standard et les banques de questions USMLE. Cet assistant d'apprentissage des EFR peut aider les étudiants en médecine à surmonter les obstacles d'apprentissage courants et propose une approche personnalisée et adaptable de la formation médicale fondée sur les preuves.
{"title":"AI that teaches: an evidence-based GPT model to improve medical student understanding of pulmonary function tests.","authors":"Anusha Aiyar, Henry Moon","doi":"10.36834/cmej.80873","DOIUrl":"10.36834/cmej.80873","url":null,"abstract":"<p><p>Implication Statement This study explores the integration of an augmented Generative Pre-trained Transformer (GPT) tool with curated scientific sources to enhance the learning of pulmonary function test (PFT) interpretation in pre-clerkship medical education. Our findings suggest that this approach offers notable improvements in accuracy, reliability, and the quality of explanations compared to existing tools, such as Out-of-Box GPT and USMLE Q-Banks. The PFT learning assistant can support medical students in navigating common learning barriers, provide a personalized and scalable approach to evidence-based medical education Énoncé des implications de la recherche Cette étude explore l'intégration d'un outil de transformation générative pré-entraînée (GPT) enrichi de ressources scientifiques sélectionnées afin d'améliorer l'apprentissage de l'interprétation des épreuves fonctionnelles respiratoires (EFR) dans la formation médicale préclinique. Nos résultats suggèrent que cette approche offre des améliorations notables en termes de précision, de fiabilité et de qualité des explications par rapport aux outils existants, tels que le GPT standard et les banques de questions USMLE. Cet assistant d'apprentissage des EFR peut aider les étudiants en médecine à surmonter les obstacles d'apprentissage courants et propose une approche personnalisée et adaptable de la formation médicale fondée sur les preuves.</p>","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"32-35"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826814/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047540","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82734
Rahul Kumar, Rohan Phadke, Samer Salman
{"title":"Advancing AI literacy in Canadian orthopedic education: a framework for equitable and inclusive training.","authors":"Rahul Kumar, Rohan Phadke, Samer Salman","doi":"10.36834/cmej.82734","DOIUrl":"10.36834/cmej.82734","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"36-38"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826811/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146047533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-22eCollection Date: 2025-12-01DOI: 10.36834/cmej.82935
Marcel F D'Eon
{"title":"An Editor-in-Chief's farewell.","authors":"Marcel F D'Eon","doi":"10.36834/cmej.82935","DOIUrl":"10.36834/cmej.82935","url":null,"abstract":"","PeriodicalId":72503,"journal":{"name":"Canadian medical education journal","volume":"16 6","pages":"1-2"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12826810/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146054951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}