Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) / Inovações no treinamento cirúrgico: explorando o papel da inteligência artificial e dos grandes modelos de linguagem (LLM)

ABSTRACT The landscape of surgical training is rapidly evolving with the advent of artificial intelligence (AI) and its integration into education and simulation. This manuscript aims to explore the potential applications and benefits of AI-assisted surgical training, particularly the use of large language models (LLMs), in enhancing communication, personalizing feedback, and promoting skill development. We discuss the advancements in simulation-based training, AI-driven assessment tools, video-based assessment systems, virtual reality (VR) and augmented reality (AR) platforms, and the potential role of LLMs in the transcription, translation, and summarization of feedback. Despite the promising opportunities presented by AI integration, several challenges must be addressed, including accuracy and reliability, ethical and privacy concerns, bias in AI models, integration with existing training systems, and training and adoption of AI-assisted tools. By proactively addressing these challenges and harnessing the potential of AI, the future of surgical training may be reshaped to provide a more comprehensive, safe, and effective learning experience for trainees, ultimately leading to better patient outcomes. .

RESUMO O cenário do treinamento cirúrgico está evoluindo rapidamente com o surgimento da inteligência artificial (IA) e sua integração na educação e simulação. Este artigo explora as aplicações e benefícios potenciais do treinamento cirúrgico assistido por IA, em particular o uso de modelos de linguagem avançados (MLAs), para aprimorar a comunicação, personalizar o feedback e promover o desenvolvimento de habilidades. Discutimos os avanços no treinamento baseado em simulação, ferramentas de avaliação impulsionadas por IA, sistemas de avaliação baseados em vídeo, plataformas de realidade virtual (RV) e realidade aumentada (RA), e o papel potencial dos MLAs na transcrição, tradução e resumo do feedback. Apesar das oportunidades promissoras apresentadas pela integração da IA, vários desafios devem ser abordados, incluindo precisão e confiabilidade, preocupações éticas e de privacidade, viés nos modelos de IA, integração com os sistemas de treinamento existentes, e treinamento e adoção de ferramentas assistidas por IA. Ao abordar proativamente esses desafios e aproveitar o potencial da IA, o futuro do treinamento cirúrgico pode ser remodelado para proporcionar uma experiência de aprendizado mais abrangente, segura e eficaz para os aprendizes, resultando em melhores resultados para os pacientes.

Aprendizaje interprofesional en los internados de las carreras de la salud del Hospital Josefina Martínez / Interprofessional learning of interns at Josefina Martínez Hospital

Introducción: las dinámicas de atención en salud requieren que los profesionales que componen el equipo de salud trabajen en for-ma colaborativa. Sin embargo, durante su formación, las oportunidades de aprendizaje con otras disciplinas son escasas. Se reportan los resultados del primer proyecto para promover el aprendizaje interprofesional en los internos que rotan por el Hospital Josefina Martínez. Método: de marzo a julio 2018, se realizó un taller constituido por dos sesiones, en cada rotación de internado. Participaron internos de cinco carreras en forma conjunta (kinesiología, odontología, nutrición, fonoaudiología y terapia ocupacional). Se adaptó la encuesta de disposición al aprendizaje interprofesional, para ser aplicada antes y después de cada taller. Se calcularon las medianas, rangos intercuartílicos (Q1; Q3y se compararon los puntajes mediante test de Wilcoxon. Resultados: hubo una disposición positiva inicial al aprendizaje interprofesional, con mejoría significativa después de los talleres en todas las dimensiones de la encuesta: Trabajo en equipo y colaboración (<0,001), trabajo centrado en el paciente (<0,001), y sentido de identidad profesional (<0,05). La diferencia del puntaje global de la encuesta también fue significativa (<0,001). Conclusiones: se demostró un cambio favorable y significativo en las respuestas de los internos después de los talleres, en todas las dimensiones de la encuesta. En los comentarios, destacaron la relevancia de aprender con estudiantes de otras carreras, describiendo que aumentó su conocimiento sobre éstas y reforzando el impacto que dicha integración tiene en mejorar la atención y resolución de problemas en salud.

Background: The dynamics of health care require that the health professionals work collaboratively; however, during their training, learning opportunities with other disciplines are infrequent. The results of the first project to promote interprofessional learning in the clinical internship at Hospital Josefina Martínez are reported. Methods: From March to July 2018, two workshops for each internship rotation were carried. Students from fivecareers participated together (Kinesiology, Dentistry, Nutrition, Speech Therapy, and Occupa-tional Therapy). The readiness to interprofessional scale survey was adapted, to be applied before and after each workshop. Medians, interquartile range (Q1; Q3) were calculated, and the Wilcoxon test was used to compare the results. Results: There was an initial po-sitive readiness for interprofessional learning, with a significant improvement in all the dimensions of the survey, after the workshops: Teamwork and collaboration (<.001), patient-centered care (<.001), and sense of professional identity (<.05). The differences from the overall survey were also significant (<0.001). Conclusions: A favorable change was demonstrated in the responses of the students after the workshops, overalland in all the dimensions of the survey. In the comments, the students highlighted the relevance of learning with students from other careers, describing that it increased their knowledge about different professions and strengthening the impact that this integration has in improving attention and resolving health problems.

Innovación docente: catorce años de experiencia en un curso teórico de pregrado en medicina

Background: The School of Medicine of the Pontificia Universidad Católica de Chile implemented diverse curricular changes addressing teaching challenges, including those related to generational diversity. Aim: To describe the implementation and results of curricular innovation in the Theoretic Gastroenterology Course (CTG) imparted between 2008 and 2020. Materials and Methods: The new teaching methods consisted in the implementation of interactive sessions, research conferences, video-recorded classes, and a learning management/assessment platform. An assessment of the learning model was implemented. As bibliographic material we incorporated self-instructive material and the CTG manual was re-edited. We registered the course syllabi, evaluation surveys, and final grades. Results: Students dedicated more time to attend the course, from 12.2 hours before to 18 hours after the implementation of video lessons (p < 0.05). They reported improvements in the areas "Feedback" (from 6.2 to 6.6, on a scale of 1 to 7; p < 0.05) and "Grades" (from 6.3 to 6.4; p < 0.05), after implementing a learning model assessment. The score for "Information sources" increased from 6.5 to 6.6 after the re-edition of the manual (p < 0.05). The final grades were similar or significantly higher than the average grades of all the theoretical courses imparted in the same period. Conclusions: The CTG underwent a series of curricular modifications, allowing for a rapid adaptation to extremely dynamic academic conditions.

Evaluación para el aprendizaje: diseño e implementación de un mini-CEX en el internado profesional de la carrera de kinesiología / Assessment for learning: design and implementation of the Mini-CEX to the physiotherapy clerkship

Introducción: la evaluación kinesiológica contempla la realización de una rigurosa historia clínica y examen físico que orientan a establecer un diagnóstico, un pronóstico funcional, y es la base del plan de intervención. Esta competencia requiere de experiencia y razonamiento clínico para la toma de buenas decisiones terapéuticas. Los resultados históricos de las evaluaciones de aprendizajes del internado, concluyen que esta competencia tiene bajo nivel de desempeño, por lo que se deben mejorar las estrategias utilizadas para su aprendizaje durante el internado. El mini-CEX, es un instrumento de evaluación para el aprendizaje, que promueve la observación y feedback en el sitio de trabajo. Objetivo: diseñar e implementar un instrumento de evaluación para el aprendizaje de la evaluación kinesiológica durante el internado profesional de la Carrera de Kinesiología de la PUC. Método: estudio prospectivo, utilizando la me-todología de investigación acción, diseñado en 4 etapas. Resultados: se obtuvo un instrumento de evaluación para el aprendizaje, el mini-CEX, adaptado a las necesidades del internado profesional de kinesiología. El estudio piloto reportó buena aceptación entre estu-diantes y docentes. La percepción de los internos es que son más observados y que las destrezas asociadas a la evaluación kinesiológica mejoraron luego del estudio. Conclusiones: el instrumento reportó un tiempo de aplicación bajo (35 min.), lo que beneficiaría instancias de observación directa y feedback dentro de los internados. Es necesaria una aplicación a gran escala, que contribuya a determinar su validez y confiabilidad. Se requiere una capacitación formal a los docentes evaluadores y ajustar la escala.

Introduction: The physiotherapy clinical assessment competence includes the performance of a rigorous clinical history and physical examination that guides the establishment of a diagnosis and a functional prognosis, and is the basis of the intervention plan. This competence requires experience and clinical reasoning to make good therapeutic decisions. The historical global clerkship assessments conclude that this competency has a low level of performance, so the strategies used for its learning the clerkship must be improved. The mini-CEX is an assessment for learning, which promotes observation and feedback in the workplace. Objective: To design and im-plement an assessment for learning mini-CEX to the Physiotherapy PUC clerkship. Method: Prospective study, using an action research methodology, designed in 4 stages. Results: The main result was the mini-CEX, adapted to the Physiotherapy clerkship needs. The pilot study reported good acceptance among students and teachers. In addition, clerks' perception is that they feel more observed and that the skills associated with the physiotherapy assessment improved after its implementation.

Percepción de estudiantes de pregrado de Medicina de talleres de simulación de procedimientos médico-quirúrgicos / Undergraduate student's perception of clinical simulation workshops: assessment of an instrument

Background: Simulation is a useful training tool for undergraduate medical students. A valid instrument is needed to assess students' perception of simulation workshops. Aim: To adapt and validate an instrument to assess the undergraduate medical student's perception of simulation workshops of clinical procedures. Material and Methods: Delphi Methodology was used to adapt the instrument. Exploratory and confirmatory analyses were performed to determine the construct validity and Cronbach's Alpha (0 to 1) for internal consistency of the instrument. Results: A Delphi panel of 10 experts adapted a seven-item questionnaire (Likert scale 1-5; ranging from 7 to 35) and four open-questions. After 3-delphi-rounds, the instrument was administered to 210 students in six simulation training programs (Paracentesis, Cardiopulmonary Resuscitation, Airway management, Sutures, Thoracentesis and Nursing Procedures). The instrument was considered unidimensional in the factorial analysis. The overall median (Q1-Q3) score was 34 ranging from 32 to 35 and the Cronbach Alpha coefficient was 0.72, indicating a good reliability. Conclusions: The perception questionnaire is a useful and reliable instrument to assess students' perceptions of clinical simulations.

Diseño e implementación de un modelo de enseñanza en ambiente simulado de paracentesis abdomina / Design and implementation of an environment teaching model simulated abdominal paracentesis

Resumen: El aprendizaje de los estudiantes de Medicina de Pregrado en ambiente simulado constituye una alternativa en la obtención de competencias técnicas y no técnicas. Objetivo: Desarrollar un fantoma e implementar un taller modular de entrenamiento de paracentesis abdominal en ambiente simulado para estudiantes de Medicina. Métodos: Se diseñaron y desarrollaron modelos para la realización de paracentesis abdominal en la Escuela de Diseño de la Pontificia Universidad Católica de Chile (PUC) y se implementó un taller para alumnos de 4to año de Medicina de la PUC, utilizando un enfoque constructivista, sesiones de entrenamiento simulado con debriefing basadas en el modelo plus-delta y evaluación pre y post-procedimiento siguiendo los principios de evaluación para el aprendizaje. Resultados: Se desarrollaron 3 prototipos hasta llegar a un modelo definitivo de alta fidelidad basado en la percepción de 20 expertos. 237 alumnos asistieron a un taller de paracentesis abdominal en el Centro de Cirugía Experimental y Simulación Universidad Católica (UC). Este consistió en una actividad práctica grupal (7-8 alumnos por sesión) que incluyó: una evaluación pre-sesión, un vídeo instruccional, una demostración en tiempo real en el fantoma por parte de un docente, la realización guiada del procedimiento por parte de los alumnos, debriefing y cierre de la sesión. Conclusiones: Un modelo de enseñanza en ambiente simulado es posible de ser diseñado e implementado exitosamente en un centro educacional para estudiantes de Medicina de Pregrado. Este taller de paracentesis permite entrenar a los alumnos en la realización de paracentesis abdominal en un ambiente seguro para los alumnos y pacientes y puede ser implementado a bajo costo en otros centros o instituciones. (AU)

Abstract: Simulated environments are an option in the learning process of undergraduate medical students in order to obtain technical and non-technical. Aim: To develop a mannequin for abdominal paracentesis and the implementation of a training workshop to perform abdominal paracentesis in a simulated environment for undergraduate medical students. Methods: The prototypes were designed and developed to perform abdominal paracentesis at the School of Design at the Pontificia Universidad Católica de Chile (PUC) and a workshop was implemented in a course with 4-year medical students at the PUC, using a constructivist approach and simulated training sessions and providing debriefing (based on plus-delta model) and pre-post training assessment following the principles of Assessment for Learning. Results: Three prototypes were developed until the final high-fidelity-mannequin was achieved. The abdominal paracentesis workshop was attended by 237 students at the Universidad Católica (UC) Experimental Surgery and Simulation Center. This was a hands-on group activity (7-8 students per session) including pre-session assessment, instructional video-tape, real-time demonstration of abdominal paracentesis procedure by the clinical teacher, followed by abdominal paracentesis performed by the students, debriefing and closing session. Conclusions: A teaching model in a simulated environment is feasible to be successfully designed and implemented in an educational center for undergraduate medical students. This workshop allows students training process to perform abdominal paracentesis in a safe environment for students and patients and it can be implemented in other centers or institutions with low cost.(AU)