[ChatGPT for use in technology-enhanced learning in anesthesiology and emergency medicine and potential clinical application of AI language models : Between hype and reality around artificial intelligence in medical use]. / ChatGPT im Einsatz für "technology-enhanced learning" in Anästhesiologie und Notfallmedizin und potenzielle klinische Anwendung von KI­Sprachmodellen : Zwischen Hype und Wirklichkeit um künstliche Intelligenz im medizinischen Einsatz.

BACKGROUND: The utilization of AI language models in education and academia is currently a subject of research, and applications in clinical settings are also being tested. Studies conducted by various research groups have demonstrated that language models can answer questions related to medical board examinations, and there are potential applications of these models in medical education as well. RESEARCH QUESTION: This study aims to investigate the extent to which current version language models prove effective for addressing medical inquiries, their potential utility in medical education, and the challenges that still exist in the functioning of AI language models. METHOD: The program ChatGPT, based on GPT 3.5, had to answer 1025 questions from the second part (M2) of the medical board examination. The study examined whether any errors and what types of errors occurred. Additionally, the language model was asked to generate essays on the learning objectives outlined in the standard curriculum for specialist training in anesthesiology and the supplementary qualification in emergency medicine. These essays were analyzed afterwards and checked for errors and anomalies. RESULTS: The findings indicated that ChatGPT was able to correctly answer the questions with an accuracy rate exceeding 69%, even when the questions included references to visual aids. This represented an improvement in the accuracy of answering board examination questions compared to a study conducted in March; however, when it came to generating essays a high error rate was observed. DISCUSSION: Considering the current pace of ongoing improvements in AI language models, widespread clinical implementation, especially in emergency departments as well as emergency and intensive care medicine with the assistance of medical trainees, is a plausible scenario. These models can provide insights to support medical professionals in their work, without relying solely on the language model. Although the use of these models in education holds promise, it currently requires a significant amount of supervision. Due to hallucinations caused by inadequate training environments for the language model, the generated texts might deviate from the current state of scientific knowledge. Direct deployment in patient care settings without permanent physician supervision does not yet appear to be achievable at present.

[Preoperative evaluation of adult patients before elective, non-cardiothoracic surgery : A joint recommendation of the German Society for Anesthesiology and Intensive Care Medicine, the German Society for Surgery and the German Society for Internal Medicine]. / Präoperative Evaluation erwachsener Patientinnen und Patienten vor elektiven, nicht herz-thoraxchirurgischen Eingriffen : Eine gemeinsame Empfehlung der Deutschen Gesellschaft für Anästhesiologie und Intensivmedizin, der Deutschen Gesellschaft für Chirurgie und der Deutschen Gesellschaft für Innere Medizin.

The 70 recommendations summarize the current status of preoperative risk evaluation of adult patients prior to elective non-cardiothoracic surgery. Based on the joint publications of the German scientific societies for anesthesiology and intensive care medicine (DGAI), surgery (DGCH), and internal medicine (DGIM), which were first published in 2010 and updated in 2017, as well as the European guideline on preoperative cardiac risk evaluation published in 2022, a comprehensive re-evaluation of the recommendation takes place, taking into account new findings, the current literature, and current guidelines of international professional societies. The revised multidisciplinary recommendation is intended to facilitate a structured and common approach to the preoperative evaluation of patients. The aim is to ensure individualized preparation for the patient prior to surgery and thus to increase patient safety. Taking into account intervention- and patient-specific factors, which are indispensable in the preoperative risk evaluation, the perioperative risk for the patient should be minimized and safety increased. The recommendations for action are summarized under "General Principles (A)," "Advanced Diagnostics (B)," and the "Preoperative Management of Continuous Medication (C)." For the first time, a rating of the individual measures with regard to their clinical relevance has been given in the present recommendation. A joint and transparent agreement is intended to ensure a high level of patient orientation while avoiding unnecessary preliminary examinations, to shorten preoperative examination procedures, and ultimately to save costs. The joint recommendation of DGAI, DGCH and DGIM reflects the current state of knowledge as well as the opinion of experts. The recommendation does not replace the individualized decision between patient and physician about the best preoperative strategy and treatment.

Cost of Training Crisis: Anaesthetics.

The anaesthetic training programme in the United Kingdom (UK) spans over seven years and is overseen by the Royal College of Anaesthetists (RCOA). Junior doctors in England are currently striking amid ongoing pay negotiations with the government, and almost all junior doctors are worried about the cost of living. This article provides an overview of the average financial cost of training for doctors in the anaesthetic training programme. The cost incurred by anaesthetic trainees illustrates the level of financial burden faced by trainees across multiple specialities. The cost includes: student loan repayment (with interest rates), compulsory membership fees (including the Royal College of Anaesthetists and General Medical Council), postgraduate examinations (Fellowship of the Royal College of Anaesthetist exams are compulsory to complete training) and medical indemnity. The average trainee spends between 5.6% and 7.4% of their annual salary on non-reimbursable costs. This article delineates for aforementioned expenses and compares them with the training programs in Australia and New Zealand, given their status as frequent emigration destinations for UK doctors.

Year in Review 2023: Noteworthy Literature in Cardiac Anesthesiology.

Notable clinical research published in 2023 related to cardiac anesthesia included studies focused on resuscitation and pharmacology, regional anesthesia, technological advances, and novel gene therapies. We reviewed 241 articles to identify 25 noteworthy studies that represent the most significant research related to cardiac anesthesia from the past year. Overall, improvements in clinical practice have enabled decreased morbidity and mortality with a renewed focus on mechanical circulatory support and transplantation.

Interdisciplinary Simulation Courses to Train Residents on Communication of Unexpected Complications from Perioperative Care: A Randomized Comparison of Within-Event (Microdebriefing) and Postscenario Debriefing.

INTRODUCTION: Training to disclose bad news in a pluridisciplinary format facilitates communication and improves learning. There are many different debriefing methods described in the literature. The aim of this study was to compare and evaluate the value of final debriefing and microdebriefing with interruptions of the scenario in a simulation program about communication in unexpected complications from perioperative care. METHODS: We conducted a prospective, randomized, single center study between October 2018 and July 2019 in a simulation center. Three scenarios were related to patient or family disclosure of complications which had occurred during gynecologic surgery by a dyad involving 2 residents (a gynecology and an anesthesia resident). All sessions involved 6 residents (3 gynecologist and 3 anesthesiologist). The main outcome measure was the immediate residents' self-assessment of the impact of the course on their medical practice immediately after the session. RESULTS: We performed 15 simulation sessions including 80 residents. Thirty-nine residents were included in final debriefing group and 41 in micro-debriefing group. There was no significant difference on the impact for medical practice between groups (9.3/10 in the micro-debriefing group versus 9.2 in the final debriefing group (p = 0.53)). The overall satisfaction was high in the 2 group (9.1/10 in the 2 groups). CONCLUSION: This study is the first one to compare two debriefing methods in case of breaking bad news simulation. No difference between the 2 techniques was found concerning the students' feelings and short and long-term improvement of their communication skills.

Point-of-care ultrasound in pediatric anesthesiology: considerations for training and credentialing.

PURPOSE OF REVIEW: To discuss considerations surrounding the use of point-of-care ultrasound (POCUS) in pediatric anesthesiology. RECENT FINDINGS: POCUS is an indispensable tool in various medical specialties, including pediatric anesthesiology. Credentialing for POCUS should be considered to ensure that practitioners are able to acquire images, interpret them correctly, and use ultrasound to guide procedures safely and effectively. In the absence of formal guidelines for anesthesiology, current practice and oversight varies by institution. In this review, we will explore the significance of POCUS in pediatric anesthesiology, discuss credentialing, and compare the specific requirements and challenges currently associated with using POCUS in pediatric anesthesia. SUMMARY: Point-of-care ultrasound is being utilized by the pediatric anesthesiologist and has the potential to improve patient assessment, procedure guidance, and decision-making. Guidelines increase standardization and quality assurance procedures help maintain high-quality data. Credentialing standards for POCUS in pediatric anesthesiology are essential to ensure that practitioners have the necessary skills and knowledge to use this technology effectively and safely. Currently, there are no national pediatric POCUS guidelines to base credentialing processes on for pediatric anesthesia practices. Further work directed at establishing pediatric-specific curriculum goals and competency standards are needed to train current and future pediatric anesthesia providers and increase overall acceptance of POCUS use.

Simulation in pediatric anesthesiology: current state and visions for the future.

PURPOSE OF REVIEW: Simulation is a well established practice in medicine. This review reflects upon the role of simulation in pediatric anesthesiology in three parts: training anesthesiologists to care for pediatric patients safely and effectively; evaluating and improving systems of care for children; and visions for the future. RECENT FINDINGS: Simulation continues to prove a useful modality to educate both novice and experienced clinicians in the perioperative care of infants and children. It is also a powerful tool to help analyze and improve upon how care is provided to infants and children. Advances in technology and computational power now allow for a greater than ever degree of innovation, accessibility, and focused reflection and debriefing, with an exciting outlook for promising advances in the near future. SUMMARY: Simulation plays a key role in developing and achieving peak performance in the perioperative care of infants and children. Although simulation already has a great impact, its full potential is yet to be harnessed.

The Gathering Storm: The 2023 Rovenstine Lecture.

Anesthesiologists are currently in demand and highly compensated. What appears to be a great success from our perspective is considered problematic from every other healthcare perspective. Consequently, there are powerful healthcare forces seeking to improve anesthesia access and reduce service cost. They will try to impose solutions that may radically change operative anesthesia. The Rovenstine lecture, delivered on World Anesthesia Day 2023, identified substantial challenges our specialty faces and discusses solutions that might be forced on us. It also presented opportunities in perioperative care.

Continuing medical education for attending physicians in anesthesia: Feasibility of an innovative blended learning approach.

Continuing medical education plays a pivotal role in fostering and upholding the standard of excellence in medicine. Both SPOC (small private online course) and BOPPPS (bridge-in, learning objective, pretest, participatory learning, posttest, and summary) methodologies are rooted in the same educational and learning theories, emphasizing active student engagement, interaction, and feedback. Using ultrasound-guided spinal anesthesia as an exemplar, we aimed to investigate the feasibility of blended teaching (combination of BOPPPS and SPOC) for anesthesiology clinicians and explore trainees' and trainers' perspectives towards the innovative method. Twenty-seven attending anesthesiologists were randomly divided into experimental group (n = 14, blended teaching method) and control group (n = 13, traditional teaching method). The questionnaire was administered before and a week post-training. Their operative skills (measured by operation time) were assessed. The students' cognitive evaluation of the blended teaching mode was conducted in the experimental group. The experimental group demonstrated notably higher theoretical scores compared to the control group [(46.42 ±â€…5.345) vs (41.92 ±â€…5.219), t = 2.213, P < .05]. The operation time in the experimental group was significantly shorter than that in the control group [(84.79 ±â€…28.450) seconds vs (114.23 ±â€…35.607) seconds, t = -2.383, P < .05]. Most participants preferred blended learning as it was more effective than traditional learning. Suggestions for enhancement included enhanced online interactivity with trainers and the inclusion of case analysis. Integration of blended teaching incorporating BOPPPS and SPOC methodologies holds promise for enhancing the efficiency of skill training among anesthesiologists. Blended learning may become a viable and well-received option among anesthesia clinicians in China.