Você está pensando, refletindo, analisando o que você vê e o que você faz o tempo todo: percepção de residentes de Medicina de Família e Comunidade sobre vídeo feedback / You are thinking, reflecting, analysing what you see and what you do all the time: perception of General Practice trainees about video feedback / Estás pensando, reflexionando, analizando lo que ves y lo que haces todo el tiempo: percepción de los residentes de Medicina Familiar y Comunitaria sobre vídeo feedback

Introdução: A comunicação é reconhecida como uma habilidade central por vários órgãos reguladores internacionais da educação médica. O ensino específico de habilidades de comunicação é fundamental para melhorar a comunicação dos médicos. As técnicas experienciais mostraram superioridade em comparação com os modelos tradicionais. A utilização de consultas reais ajuda os estudantes a visualizar melhor as suas competências de entrevista e a refletir sobre elas. Com os avanços da tecnologia, o uso de consultas médicas gravadas em vídeo tornou-se a abordagem padrão para o ensino da comunicação. No entanto, a eficácia dessa técnica depende do envolvimento ativo dos estudantes. As suas contribuições e comentários dos pares sobre a consulta gravada são essenciais para a aprendizagem. Contudo, a perspectiva do estudante sobre a utilidade dessa abordagem educativa recebeu pouca atenção. Objetivos: Compreender a percepção da aprendizagem dos residentes de medicina de família e comunidade resultante da atividade de vídeo feedback na sua formação profissional. Métodos: Estudo exploratório, qualitativo, realizado com residentes do primeiro ano de medicina de família e comunidade de um programa de residência estabelecido em São Paulo, Brasil. Os participantes foram entrevistados após as sessões educativas, que foram analisadas por meio de análise temática reflexiva. Resultados: A autopercepção de sua prática, o aprendizado de habilidades de comunicação e os ganhos afetivos foram identificados pelos participantes como pontos de aprendizado derivados da atividade de vídeo feedback. Além disso, sobre o aprendizado de habilidades específicas de comunicação, eles mencionaram comunicação não-verbal e verbal, conexões entre teoria e prática, estrutura de consulta e oportunidades para cristalizar conhecimentos. Os ganhos afetivos incluíram sentir-se parte de um grupo, melhora da autoestima, superação de inseguranças, percepção de consultas mais efetivas, reforço do gosto pelo trabalho e reconhecer a necessidade de mais aprendizado. Conclusões: Os ganhos de aprendizagem identificados em nosso estudo levaram a uma experiência de humanidade compartilhada, que permite aos participantes serem mais efetivos técnica e afetivamente com seus pacientes. Além disso, identificamos que a atividade educativa de vídeo feedback pode ser utilizada para outros possíveis fins educacionais além do ensino da comunicação.

Introduction: Communication is recognized as a central skill by various international medical education regulatory bodies. Specific teaching on communication skills is important to enhance doctors' communication. Experiential techniques appear to be superior compared to traditional models. Real-life consultation helps trainees visualize their interview skills and reflect on them. Upgraded by technology, the use of video-recorded medical visits became the standard approach for communication teaching. However, the effectiveness pf this technique relies on trainees' active involvement. Their inputs and peer feedback on the recorded consultation are essential to learning. Despite its importance, their perspective on the usefulness of video feedback in medical education has received limited attention. Objective: To understand the perception of learning among general practice trainees as a result of the video feedback activity in their vocational training. Methods: An exploratory, qualitative study, conducted with first-year general practice trainees from an established training program in São Paulo, Brazil. Participants were interviewed after educational session, which were analyzed using reflexive thematic analysis. Results: Self-perception of their practice, communication skills learning, and affective gains were identified by participants as learning points derived from the video feedback activity. Furthermore, for specific communication skills learning, they mentioned nonverbal and verbal communication, theory and practice connections, consultation structure and opportunities for crystallizing knowledge. Affective gains included feeling part of a group, improving self-esteem, overcoming insecurities, perception of more effective consultations, reinforcing fondness for their work, and need for more learning. Conclusions: The learning gains identified in our study led to an experience of common humanity, which allowed participants to be more technically and affectively effective with their patients. Also, we identified that the video feedback educational activity can be used for other possible educational purposes, beyond the teaching of communication.

Introducción: La comunicación es reconocida como una habilidad fundamental por varios organismos reguladores internacionales de educación médica. La enseñanza específica de habilidades de comunicación es importante para mejorar la comunicación de los médicos. Las técnicas experienciales parecen ser superiores a los modelos tradicionales. El uso de consultas reales ayuda a los estudiantes a visualizar y reflexionar mejor sobre sus habilidades de entrevista. Actualizado por la tecnología, el uso de consultas médicas grabadas en video se ha convertido en el enfoque estándar para la enseñanza de la comunicación. Sin embargo, para que la técnica funcione, la participación de los estudiantes es crucial. Sus contribuciones y comentarios de los compañeros sobre la consulta grabada son esenciales para el aprendizaje. Sin embargo, la perspectiva de los estudiantes sobre la utilidad de este enfoque educativo ha recibido poca atención. Objetivos: Comprender la percepción del aprendizaje por parte de los residentes de medicina de familia y comunitaria como resultado de la actividad de vídeo feedback en su formación profesional. Métodos: Estudio cualitativo exploratorio realizado con residentes de primer año de medicina familiar y comunitaria de un programa de residencia establecido en São Paulo, Brasil. Los participantes fueron entrevistados después de una sesión educativa, que fueron analizados mediante análisis temático reflexivo. Resultados: La autopercepción de su práctica, el aprendizaje de habilidades comunicativas y las ganancias afectivas fueron identificadas por los participantes como puntos de aprendizaje derivados de la actividad de vídeo feedback. Además, sobre el aprendizaje de habilidades comunicativas específicas, mencionaron la comunicación verbal y no verbal, las conexiones entre la teoría y la práctica, la estructura de consulta y las oportunidades para cristalizar conocimientos. En cuanto a las ganancias afectivas, relataron sentirse parte de un grupo, mejora de la autoestima, superación de las inseguridades, percepción de consultas más efectivas, refuerzo del gusto por el trabajo y necesidad de más aprendizaje. Conclusión: Los logros de aprendizaje identificados en nuestro estudio llevaron a una experiencia de humanidad compartida, que permite a los participantes ser técnica y afectivamente más efectivos con sus pacientes. Además, identificamos que la actividad educativa de vídeo feedback puede ser utilizada para otros posibles fines educativos, además de la enseñanza de la comunicación.

Aprendizagem baseada em projeto e a formação médica: relato de experiência introduzindo questões para o debate interprofissional / Project-based learning and medical education: experience report introducing issues for interprofessional debate / El aprendizaje basado en proyecto y la formación médica: informe de experiencia que introduce cuestiones para el debate interprofesional

A aprendizagem baseada em projeto orientada pelos fundamentos da educação interprofissional é um modelo que pode contribuir para a formação de relacionamentos interpessoais, criatividade, empatia e colaboração na educação médica, por meio de uma colaboração mútua com profissionais de saúde da rede. Muito se fala da efetividade desse método no campo do ensino e aprendizagem médica, mas há a necessidade de incluir a importância do desenvolvimento de habilidades interprofissionais, com equipes colaborativas, em ações extensionistas, diante das necessidades locais no contexto da atenção primária, pensando na melhoria dos resultados de saúde. O objetivo deste trabalho é apresentar um relato de experiência de aprendizagem baseada em projeto de estudantes de Medicina no contexto da Estratégia Saúde da Família. Participaram deste trabalho estudantes do Módulo Integração Ensino, Serviço e Comunidade da Faculdade de Medicina da Universidade Federal dos Vales do Jequitinhonha e Mucuri que executaram, em colaboração com uma equipe interprofissional o projeto sobre a saúde do homem. Como resultado da análise qualitativa do feedback entre os integrantes, observaram-se mudanças no comportamento dos estudantes, com melhorias na comunicação, empatia e nas relações interpessoais, por meio do trabalho colaborativo com a equipe interprofissional. Esta experiência poderá ser adaptada para implementar o ensino e aprendizagem no projeto pedagógico orientado pela educação interprofissional na atenção primária.

Project-based learning guided by the fundamentals of interprofessional education is a model that can contribute to the formation of interpersonal relationships, creativity, empathy and collaboration within medical education, through mutual collaboration with health professionals in the health network. Much has been said about the effectiveness of this method in medical teaching and learning, but there is a need to include the importance of developing interprofessional skills, with collaborative teams, within extension actions, in view of local needs in the context of primary care, thinking about the improved health outcomes. The objective of this work was to present a report of a project-based learning experience of medical students in Family Health Strategy. Students from the Teaching, Service and Community Integration Module of the Faculty of Medicine of Universidade Federal dos Vales do Jequitinhonha e Mucuri participated in this work, executing in collaboration with an interprofessional team a project about men's health. As a result of the qualitative analysis of the feedback among the members, changes in student behavior were observed with improvements in communication, empathy and interpersonal relationships through collaborative work with the interprofessional team. This experience can be adapted to implement teaching and learning in the pedagogical project guided by interprofessional education in primary care.

El aprendizaje basado en proyectos y guiado por los fundamentos de la educación interprofesional es un modelo que puede contribuir a la formación de relaciones interpersonales, creatividad, empatía y colaboración dentro de la educación médica, a través de la colaboración mutua con los profesionales de la salud en la red de salud. Mucho se habla de la efectividad de este método dentro de la enseñanza y el aprendizaje médico, pero es necesario incluir la importancia del desarrollo de habilidades interprofesionales, con equipos colaborativos, dentro de las acciones de extensión, frente a las necesidades locales en el contexto de la atención primaria, pensando sobre los mejores resultados de salud. El objetivo de este trabajo es presentar un informe de experiencia de aprendizaje basado en proyectos de estudiantes de medicina en la Estrategia de Salud Familiar. Participaron en este trabajo estudiantes del Módulo Integración Enseñanza, Servicio y Comunidad de la Facultad de Medicina de la Universidade Federal dos Vales do Jequitinhonha e Mucuri que ejecutaron en colaboración con un equipo interprofesional el proyecto sobre la salud del hombre. Como resultado del análisis cualitativo de la retroalimentación entre los integrantes, se observaron cambios en el comportamiento de los estudiantes con mejoras en la comunicación, la empatía y las relaciones interpersonales a través del trabajo colaborativo con el equipo interprofesional. Esta experiencia puede adaptarse para implementar la enseñanza y el aprendizaje en el proyecto pedagógico guiado por la educación interprofesional en atención primaria.

GENESIS-Guidance, Education, Networking, and Empowerment-based Smart Initiative for Students research in health care: A research modeling experience from a newly established medical college.

The importance of undergraduate medical research has been undermined in Indian medical education. Various studies show there is a drastic difference between the research output of Indian medical graduates in comparison to Western counterparts. With all the challenges identified, a student-oriented research committee was formed -Guidance, Education, Networking, and Empowerment-based Smart Initiative for Students (GENESIS) research in health care - A research modeling experience from a newly established medical college. The structure was established to serve the needs of students in the field of research. Problems were identified with the help of a survey, and steps were taken to address the issues through its 4-pronged strategy that includes conducting regular journal clubs. Journal clubs follow a peer-to-peer learning strategy and provide an open stage for discussion. Second, a research tracker which helps in increasing the sustainability of a research project. The third strategy includes a research live matchmaker which helps in bridging the gap between the students and the faculties. Lastly, involving alumni in the initiative will help students get guidance and acts as a gateway to opportunities at the national level. For maintaining the integrity and sustainability of the initiative, the involvement of students from all the batches is made sure. Inputs from faculties and administration are taken on a regular basis. Interinstitutional collaborations and regular assessment and evaluation are done to ensure positive outcomes. With its focus on peer-to-peer mentoring and attempt to eliminate the barriers for research enthusiasts, GENESIS has the potential to make a lasting impact in promoting research culture in colleges.

Interprofessional Differences in Multidimensional Self-Efficacy Associated With Professional Performance in Nephrology During Case-Based Learning.

Introduction: Postgraduate medical education assumes rising importance in the rapidly advancing field of medicine. Case-based learning (CBL), a learner-centered pedagogy employing clinical cases to improve decision-making, is widely embraced in postgraduate medical education, including nephrology. Studies suggest that learning self-efficacy (SE) was closely associated with learning motivation and academic performance; however, very few studies examined this association in postgraduate nephrology education. None evaluated whether there were interprofessional differences concerning such association. Methods: In 2022, we prospectively enrolled physicians and nurses participating in chronic kidney disease (CKD) care from institutions around Taiwan. They completed the Professional Medical Learning Self-efficacy (PMLS) questionnaire after attending >1 CBL session involving CKD care. We undertook confirmatory factor analysis (CFA), followed by structural equation modeling (SEM) to evaluate associations between 5 dimensions of learning SE (conceptual understanding [CU], higher-order cognitive skills [HC], practical work [PW], everyday application [EA], and medical science communication [MSC]) and their professional SE in nephrology according to participants' medical professions. Results: A total of 513 healthcare providers were surveyed. The convergent and construct validity of our questionnaire were satisfied after analyses. We found that better perceived professional performance in the form of higher professional SE in nephrology was significantly associated with all 5 dimensions of learning SE among physicians and nurses. Only CU and PW were significantly associated with physicians' professional performance; whereas among nurses, only HC and MSC were significantly associated. Conclusion: We showed that learning SE was an important determinant of nephrology professional performance. Different medical professions posed influences on major SE dimensions.

Physicians' emotion awareness and emotion regulation training during medical education: a systematic scoping review protocol.

INTRODUCTION: The objective of this systematic scoping review is to identify what approaches have been implemented in medical education programmes to teach medical students the skills to identify and manage emotions that may be elicited in them during physician-patient interactions and in the clinical environment. Emotions of all involved in the clinical encounter are central to the process of clinical care. However, a gap remains addressing and teaching medical students about recognising and dealing with their own emotions. METHODS AND ANALYSIS: This scoping review will follow the updated JBI (The Johanna Briggs Institute) methodology guidance for the conduct and reporting of systematic scoping reviews, and the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews. A search strategy was developed and applied to five databases. Terms used included medical education, medical curriculum, medical students, emotion (regulation), psychological well-being and mental health. Additionally, a grey literature and reference list search will be conducted. Two independent reviewers will first screen titles and abstracts followed by a second, full-text screening phase. Publications to be included will contain information and data about teaching approaches such as lectures, and other teaching material on physicians' emotion awareness and emotion regulation training in medical education. ETHICS AND DISSEMINATION: This study will review existing literature on emotion awareness and emotion regulation training in medical education, and a systematic scoping review does not require ethical approval. The results of this scoping review will be submitted for publication to relevant peer-reviewed journals and will be used to inform the development and implementation of training programmes and research studies aimed at preparing medical students to identify and manage their own emotions in the clinical environment.

Rapid cycle deliberate practice approach on resuscitation training: A systematic review.

Aim: To evaluate the effectiveness of Rapid Cycle Deliberate Practice (RCDP) compared to traditional instruction or other forms of learning on resuscitation training outcomes and on clinical and/or patient-related outcomes. Methods: As part of the continuous evidence evaluation process of the International Liaison Committee on Resuscitation it was conducted this review and searched Medline, Embase and Cochrane from inception to Feb 12th, 2024. Risk of bias assessment was performed with the Risk of Bias in Non-randomized Studies of Interventions assessment tool and the Revised Cochrane risk-of-bias tool for randomized trials. The GRADE approach was used to evaluate the overall certainty of evidence for each outcome. Results: 4420 abstracts were retrieved by the initial search and 10 additional studies were identified through other resources. Sixty-five studies were selected for eligibility and nine simulated studies met the inclusion criteria. A meta-analysis was performed on three outcomes: time to chest compressions, time to defibrillation and time to first epinephrine given, which showed that RCDP had significantly shorter time to defibrillation and time to administration of epinephrine than controls. The overall certainty of evidence was very low across all outcomes due to risk of bias, inconsistency, indirectness, and imprecision. Conclusion: It may be reasonable to include RCDP as an instructional design feature of basic and advanced life support training. However, substantial variations of delivering RCDP exist and there is no uniform use of RCDP. Further research is necessary on medium/long-term effects of RCDP training, and on the effects on different target groups of training.

Barriers to neurosurgery for medical students: a national study focused on the intersectionality of gender and race.

OBJECTIVE: Despite 51.2% of medical school graduates being female, only 29.8% of neurosurgery residency applicants are female. Furthermore, only 12.6% of neurosurgery applicants identify as underrepresented in medicine (URM). Evaluating the entry barriers for female and URM students is crucial in promoting the equity and diversity of the neurosurgical workforce. The objective of this study was to evaluate barriers to neurosurgery for medical students while considering the interaction between gender and race. METHODS: A Qualtrics survey was distributed widely to US medical students, assessing 14 factors of hesitancy toward neurosurgery. Likert scale responses, representing statement agreeability, converted to numeric values on a 7-point scale were analyzed by Mann-Whitney U-test and ANOVA comparisons with Bonferroni correction. RESULTS: Of 540 respondents, 68.7% were female and 22.6% were URM. There were 22.6% male non-URM, 7.4% male URM, 53.5% female non-URM, and 15.2% female URM respondents. The predominant reasons for hesitancy toward neurosurgery included work/life integration, length of training, competitiveness of residency position, and perceived malignancy of the field. Females were more hesitant toward neurosurgery due to maternity/paternity needs (p = 0.005), the absence of seeing people like them in the field (p < 0.001), and opportunities to pursue health equity work (p < 0.001). Females were more likely to have difficulties finding a mentor in neurosurgery who represented their identities (p = 0.017). URM students were more hesitant toward neurosurgery due to not seeing people like them in the field (p < 0.001). Subanalysis revealed that when students were stratified by both gender and URM status, there were more reasons for hesitancy toward neurosurgery that had significant differences between groups (male URM, male non-URM, female URM, and female non-URM students), suggesting the importance of intersectionality in this analysis. CONCLUSIONS: The authors highlight the implications of gender and racial diversity in the neurosurgical workforce on medical student interest and recruitment. Their findings suggest the importance of actively working to address these barriers, including 1) maternity/paternity policy reevaluation, standardization, and dissemination; and 2) actively providing resources for the creation of mentorship relationships for both women and URM students in an effort to create a workforce that aligns with the changing demographics of medical graduates to continue to improve diversity in neurosurgery.

Health profession education hackathons: a scoping review of current trends and best practices.

BACKGROUND: While the concept of hacking in education has gained traction in recent years, there is still much uncertainty surrounding this approach. As such, this scoping review seeks to provide a detailed overview of the existing literature on hacking in health profession education and to explore what we know (and do not know) about this emerging trend. METHODS: This was a scoping review study using specific keywords conducted on 8 databases (PubMed, Embase, Scopus, Web of Science, ERIC, PsycINFO, Education Source, CINAHL) with no time limitation. To find additional relevant studies, we conducted a forward and backward searching strategy by checking the reference lists and citations of the included articles. Studies reporting the concept and application of hacking in education and those articles published in English were included. Titles, abstracts, and full texts were screened and the data were extracted by 2 authors. RESULTS: Twenty-two articles were included. The findings are organized into two main categories, including (a) a Description of the interventions and expected outcomes and (b) Aspects of hacking in health profession education. CONCLUSION: Hacking in health profession education refers to a positive application that has not been explored before as discovering creative and innovative solutions to enhance teaching and learning. This includes implementing new instructional methods, fostering collaboration, and critical thinking to utilize unconventional approaches.

The Community Primary Care Champions Fellowship: a mixed methods evaluation of an interprofessional fellowship for physician assistants and physicians.

BACKGROUND: Primary care in the US faces challenges with clinician recruitment, retention, and burnout, with further workforce shortages predicted in the next decade. Team-based care can be protective against clinician burnout, and opportunities for interprofessional education (IPE) on professional development and leadership could encourage primary care transformation. Despite an increasingly important role in the primary care workforce, IPE initiatives training physician assistants (PAs) alongside physicians are rare. We describe the design, curriculum, and outcomes from an interprofessional primary care transformation fellowship for community-based primary care physicians and PAs. METHODS: The Community Primary Care Champions (CPCC) Fellowship was a one-year, part-time fellowship which trained nine PAs, fourteen physicians, and a behavioralist with at least two years of post-graduate clinical experience in six content pillars: quality improvement (QI), wellness and burnout, mental health, social determinants of health, medical education, and substance use disorders. The fellowship included a recurring schedule of monthly activities in self-study, lectures, mentoring, and community expert evening discussions. Evaluation of the fellowship included pre, post, and one-year follow-up self-assessments of knowledge, attitudes, and confidence in the six content areas, pre- and post- wellness surveys, lecture and discussion evaluations, and midpoint and exit focus groups. RESULTS: Fellows showed significant improvement in 24 of 28 self-assessment items across all content areas post-fellowship, and in 16 of 18 items one-year post-fellowship. They demonstrated reductions in emotional exhaustion and depersonalization post-fellowship and increased confidence in working in interprofessional teams post-fellowship which persisted on one-year follow-up assessments. All fellows completed QI projects and four presented their work at national conferences. Focus group data showed that fellows experienced collaborative, meaningful professional development that was relevant to their clinical work. They appreciated the flexible format and inclusion of interprofessional community experts in evening discussions. CONCLUSIONS: The CPCC fellowship fostered an interprofessional community of practice that provided an effective IPE experience for physicians and PAs. The learning activities, and particularly the community expert discussions, allowed for a flexible, relevant experience, resulting in personal and professional growth along with increased confidence working within interprofessional teams.

A survey on brachytherapy training of gynecological cancer focusing on the competence of residents in China.

BACKGROUND: The brachytherapy is an indispensable treatment for gynecological tumors, but the quality and efficiency of brachytherapy training for residents is still unclear. METHODS: An anonymous questionnaire was designed to collect information on gynecological brachytherapy (GBT) training for radiation oncology residents from 28 training bases in China. The questionnaire content was designed based on the principle of competency based medical education (CBME). The Likert scale was employed to evaluate self-reported competence and comprehension regarding GBT. A total of 132 senior residents were included in the final analysis. RESULTS: 53.79% (71/132) of senior residents had experience in performing image-guided GBT, whereas 76.52% (101/132) had observed the procedure during their standardized residency training. The proportion of senior residents who reported having the self-reported competence to independently complete the GBT was 78.03% for intracavity GBT, 75.00% for vaginal stump GBT, and 50.03% for interstitial GBT, respectively. The number of successful completion of Interstitial, intracavity and vaginal GBT was correlated with the self- confidence of trainees after standardized training. In particular, the independent completion of interstitial GBT for more than 20 cases was an independent factor for the self-reported competence of senior residents. During the training period, 50.76% and 56.82% of the residents had not participated in the specialized examinations and professional GBT courses. CONCLUSIONS: The study revealed that the self-confidence of residents to independently complete brachytherapy was relatively high, and the specialized curriculum setting and training process assessment for brachytherapy training still need to be strengthened in the future.

Reducing the risk of suicidal behaviors in medical graduate students: exploration of student-supervisor relationship and subjective family socioeconomic status.

Objective: This study aimed to investigate the association between the risk of suicidal behaviors and student-supervisor relationships and subjective family socioeconomic status (SFSS) in medical graduate students, and to propose preventive strategies to reduce the suicidal risk among medical graduate students. Materials and methods: A total of 1,310 validated questionnaires were collected from medical graduate students, which included demographic information, study programs, the Suicidal Behaviors Questionnaire-Revised (SBQ-R) questionnaire, the Leader-Member Exchange 7 (LMX-7) questionnaire, and SFSS by MacArthur Scale. Multiple regression analysis was employed to examine the associations between variables and adjust for confounders. A moderation analysis, containing simple slope analysis and Johnson-Neyman interval plots were used to analyze the moderating effect of the SFSS in the association of SBQ-R and LMX-7 scores. Results: A total of 88 participants (6.7%) were at risk of suicidal behaviors. In the high-quality student-supervisor relationship group (LMX-7 score ≥ 25), SFSS was significantly higher than in the low- and moderate-quality relationship group (p=0.002). The median SBQ-R score and proportion of suicide risk was significantly lower (p<0.001) in the high-quality student-supervisor relationship group. Multiple regression analysis indicated LMX-7 scores (ß=-0.098, 95% CI [-0.118, -0.077], p<0.001) and SFSS (ß=-0.073, 95% CI [-0.127, -0.019], p=0.008) were significantly negatively associated with SBQ-R, whereas the interaction term of SFSS with LMX-7 (ß=0.018, 95% CI [0.007, 0.029], p=0.001) showed a significant positive association with SBQ-R. The Johnson-Neyman interval showed a significant association between LMX-7 and SBQ-R scores only when SFSS was less than 7.82 (p<0.05). Conclusion: The risk of suicidal behaviors was associated with student-supervisor relationships and SFSS among medical graduate students. Poor relationships with supervisor were associated with an elevated risk of suicidality, and SFSS moderated this association. Educators should pay increased attention to the suicidal risk of medical graduate students with poor supervisor relationships, especially those from families with low SFSS, and provide timely preventive strategies.

Beyond the surface: unveiling gaps in medical education through eyes of diverse learners.

Inadequate education regarding disease manifestations in diverse skin colors hinders diagnosis and exacerbates health disparities. All levels of medical trainees report low confidence in accurately identifying disease in skin of color (SOC). To help further elucidate these concerns, our research aims to assess medical student confidence in recognizing cutaneous diseases in SOC and their viewpoints regarding SOC education within their institution. An eight-question, open-ended survey was provided to medical students before and after a SOC presentation. The survey assessed participants' confidence in their diagnostic ability and perspectives on educational material. Among the 70 attendees, 58 (82.8%) and 64 (91.4%) completed the pre- and post-seminar surveys, respectively. There was a significant discrepancy in confidence levels when assessing cutaneous manifestations of internal pathology in light (Monk Skin Colors 1-5) versus dark (Monk Skin Colors 6-10) skin (p < 0.009). Notably, 78.7% (37/47) perceived the institutional learning materials as insufficient for SOC. Post-seminar reflections indicated that 87.2% (40/46) of students lacked confidence in diagnosing SOC, with 78.7% (32/46) citing inadequate curriculum coverage as the cause. An additional 8.5% (6/46) identified the predominance of white-centric medical descriptions as a hindrance. Students collectively called for improved educational approaches, including better visual representation of diseases in darker skin. Medical education must continue to strive for increased SOC representation to train competent physicians in treating a diverse patient population and reduce disparities in SOC patients.

Redefining Healthcare With Artificial Intelligence (AI): The Contributions of ChatGPT, Gemini, and Co-pilot.

Artificial Intelligence (AI) in healthcare marks a new era of innovation and efficiency, characterized by the emergence of sophisticated language models such as ChatGPT (OpenAI, San Francisco, CA, USA), Gemini Advanced (Google LLC, Mountain View, CA, USA), and Co-pilot (Microsoft Corp, Redmond, WA, USA). This review explores the transformative impact of these AI technologies on various facets of healthcare, from enhancing patient care and treatment protocols to revolutionizing medical research and tackling intricate health science challenges. ChatGPT, with its advanced natural language processing capabilities, leads the way in providing personalized mental health support and improving chronic condition management. Gemini Advanced extends the boundary of AI in healthcare through data analytics, facilitating early disease detection and supporting medical decision-making. Co-pilot, by integrating seamlessly with healthcare systems, optimizes clinical workflows and encourages a culture of innovation among healthcare professionals. Additionally, the review highlights the significant contributions of AI in accelerating medical research, particularly in genomics and drug discovery, thus paving the path for personalized medicine and more effective treatments. The pivotal role of AI in epidemiology, especially in managing infectious diseases such as COVID-19, is also emphasized, demonstrating its value in enhancing public health strategies. However, the integration of AI technologies in healthcare comes with challenges. Concerns about data privacy, security, and the need for comprehensive cybersecurity measures are discussed, along with the importance of regulatory compliance and transparent consent management to uphold ethical standards and patient autonomy. The review points out the necessity for seamless integration, interoperability, and the maintenance of AI systems' reliability and accuracy to fully leverage AI's potential in advancing healthcare.

Practical Tips for Undergraduate Medical Education Advisors in Residency Application Signaling.

Objectives: The residency application process has become increasingly complex for medical students and advisors to navigate. Program signaling was piloted to improve applicants' abilities to obtain interview offers at programs they were strongly interested in. The initial positive results led to expansion of signaling to additional specialties over the next two application cycles. Despite the benefits of program signaling, the variation in signaling practices among specialties has presented challenges for both advisors and students when determining how to best allocate signals. The aim of this study is to identify students' perceptions of the signaling process, how this may impact outcomes, and to guide future educational programming. Methods: This is an exploratory original survey study of students in a US allopathic medical school applying in ERAS for the 2023 residency cycle. The survey was developed to determine students' understanding of how programs would use signals in the application process and assess strategies students used to allocate signals. We compared program signals to student interview offers and match outcomes using descriptive statistics. Results: 57 of 96 eligible students completed the survey. 51% signaled a range of programs based on their perceived competitiveness for the program while 40% signaled programs of interest regardless of perceived competitiveness. 53% of students thought sending a signal would increase their chance of an interview, while 42% were unsure how the signal would be used by residency programs. Students received interviews at 49% of the programs signaled, which increased to 56.5% when specialties offering more than 7 signals were excluded. 35% of students matched at a signaled program. Conclusions: Students' perceptions and strategies related to the signaling process are varied and may impact interview offers. Advisors should monitor and review internal institutional trends to help inform future educational programming to optimize signal allocation for their students.

Introducing AnatomyGPT: A customized artificial intelligence application for anatomical sciences education.

Artificial intelligence (AI) technologies are poised to become an increasingly important part of education in the anatomical sciences. OpenAI has also introduced generative pretrained transformers (GPTs), which are customizable versions of the standard ChatGPT application. There is little research that has explored the potential of GPTs to serve as intelligent tutoring systems for learning the anatomical sciences. The objective of this study was to describe the design and explore the performance of AnatomyGPT, a customized artificial intelligence application intended for anatomical sciences education. The AnatomyGPT application was configured with GPT Builder by uploading open-source textbooks as knowledge sources and by providing pedagogical instructions for how to interact with users. The performance of AnatomyGPT was compared with ChatGPT by evaluating the responses of both applications to prompts of the National Board of Medical Examiners (NBME) sample items with respect to accuracy, rationales, and citations. AnatomyGPT achieved high scores on the NBME sample items for Gross Anatomy, Embryology, Histology, and Neuroscience and scored comparably to ChatGPT. In addition, AnatomyGPT provided several citations in the responses that it generated, while ChatGPT provided none. Both GPTs provided rationales for all sample items. The customized AnatomyGPT application demonstrated preliminary potential as an intelligent tutoring system by generating responses with increased citations as compared with the standard ChatGPT application. The findings of this study suggest that instructors and students may wish to create their own custom GPTs for teaching and learning anatomy. Future research is needed to further develop and characterize the potential of GPTs for anatomy education.

The Primary Care and Environmental Health e-Learning Course to Integrate Environmental Health in General Practice: Before-and-After Feasibility Study.

BACKGROUND: Environmental and behavioral factors are responsible for 12.6 million deaths annually and contribute to 25% of deaths and chronic diseases worldwide. Through the One Health initiative, the World Health Organization and other international health organizations plan to improve these indicators to create healthier environments by 2030. To meet this challenge, training primary care professionals should be the priority of national policies. General practitioners (GPs) are ready to become involved but need in-depth training to gain and apply environmental health (EH) knowledge to their practice. In response, we designed the Primary Care Environment and Health (PCEH) online course in partnership with the Occitanie Regional Health Agency in France. This course was used to train GP residents from the Montpelier-Nimes Faculty of Medicine in EH knowledge. The course was organized in 2 successive parts: (1) an asynchronous e-learning modular course focusing on EH knowledge and tools and (2) 1 day of face-to-face sessions. OBJECTIVE: This study assessed the impact of the e-learning component of the PCEH course on participants' satisfaction, knowledge, and behavior changes toward EH. METHODS: This was a pilot before-and-after study. Four modules were available in the 6-hour e-learning course: introduction to EH, population-based approach (mapping tools and resources), clinical cases, and communication tools. From August to September 2021, we recruited first-year GP residents from the University of Montpellier (N=130). Participants' satisfaction, knowledge improvements for 19 EH risks, procedure to report EH risks to health authorities online, and behavior change (to consider the possible effects of the environment on their own and their patients' health) were assessed using self-reported questionnaires on a Likert scale (1-5). Paired Student t tests and the McNemar χ2 test were used to compare quantitative and qualitative variables, respectively, before and after the course. RESULTS: A total of 74 GP residents completed the e-learning and answered the pre- and posttest questionnaires. The mean satisfaction score was 4.0 (SD 0.9) out of 5. Knowledge scores of EH risks increased significantly after the e-learning course, with a mean difference of 30% (P<.001) for all items. Behavioral scores improved significantly by 18% for the participant's health and by 26% for patients' health (P<.001). These improvements did not vary significantly according to participant characteristics (eg, sex, children, place of work). CONCLUSIONS: The e-learning course improved knowledge and behavior related to EH. Further studies are needed to assess the impact of the PCEH course on clinical practice and potential benefits for patients. This course was designed to serve as a knowledge base that could be reused each year with a view toward sustainability. This course will integrate new modules and will be adapted to the evolution of EH status indicators and target population needs.