KeyLIME+

Adam Szulewski
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Oct 14, 2025 • 40min

[26] The Lasting Impact of Clinical Learning Environments: Why Where You Train Matters in Medicine

This episode of KeyLIME+ delves into the complexities of clinical learning environments in medical education. Adam and guest co-host Danielle Chang speak with Jena Hall about the dynamic nature of these environments, their impact on patient outcomes, and the importance of adapting to external societal influences. They discuss the challenges of physician burnout, the role of social media, and the integration of AI in medical training. The conversation emphasizes the need for intentional adaptability in educational practices to foster a supportive and effective learning atmosphere for the doctors of tomorrow.    Length of episode : 39:45    Resources to check out:   Nordquist J, Silva S, Caverzagie K, Hall J. Clinical learning environments: Updates. Med Teach. 2025 Jun;47(6):911-917. https://pubmed.ncbi.nlm.nih.gov/39901697/      Asch DA, Nicholson S, Srinivas S, et al. Evaluating obstetrical residency programs using patient outcomes. JAMA. 2009;302(12):1277–1283. doi: 10.1001/jama.2009.1356    Thoma B, Karwowska A, Samson L, Labine N, Waters H, Giuliani M, Chan TM, Atkinson A, Constantin E, Hall AK, Gomez-Garibello C, Fowler N, Tourian L, Frank J, Anderson R, Snell L, Van Melle E. Emerging concepts in the CanMEDS physician competency framework. Can Med Educ J. 2023 Mar 21;14(1):4-12. https://pubmed.ncbi.nlm.nih.gov/36998506/     Contact us: keylime@royalcollege.ca      Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski    
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Sep 30, 2025 • 31min

[25] AI Reporting Reform: Raising the Bar for Transparency of Large Language Model use in Medical Education Research

In today’s show, Adam chats with Gustavo Patino to discuss the implications of artificial intelligence in medical education publishing. They explore the need for transparency in AI model reporting, issues related to predictive accuracy, and the potential biases that can arise in AI applications. The conversation emphasizes the growing need for clear reporting guidelines in the use of AI in health professions education research and reviews some practical strategies to achieve this goal.  Length of Episode: 31:04  Contact us: keylime@royalcollege.ca     Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski    
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Sep 16, 2025 • 33min

[24] Embracing Complexity: Fostering Adaptive Expertise in Medical Education

In this insightful discussion, Maria Mylopoulos, a senior scientist and associate director at the Wilson Centre, shares her expertise on adaptive expertise in medical education. She explains the critical differences between routine and adaptive expertise, emphasizing the need for innovative problem-solving in modern healthcare. The conversation highlights how embracing uncertainty can enhance learning, while productive struggle allows learners to build resilience. Mylopoulos also offers practical advice for educators on integrating flexibility and variation into curricula to develop future-ready physicians.
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Sep 2, 2025 • 52min

[23] M&M rounds 2.0

Amit Chopra, an emergency medicine resident passionate about simulation and quality improvement, talks with Andrew Petrosoniak, an emergency physician and trauma team leader. They discuss the evolution of M&M rounds, advocating for a systemic approach over individual blame. Highlighted topics include incorporating video reviews for enhanced learning and performance analysis, alongside the potential of AI in scaling these practices. The duo emphasizes the value of learning from both successes and failures to improve healthcare systems efficiently.
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Aug 19, 2025 • 46min

Summer Rewind #4

Milad Memari and Katie Gavinski, experts in medical education and clinical reasoning, tackle the complexities of growth mindset theory. They discuss the pitfalls of false growth mindset, advocating for practical strategies that educators can implement. Milad warns against the dangers of misapplied praise, while Katie emphasizes that mindsets can vary by context. They also explore the parallels between parenting and education, and the importance of non-evaluative coaching to foster true learner growth. Concrete tactics for cultivating a supportive learning environment are shared.
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Aug 5, 2025 • 40min

Summer Rewind #3

Dr. Michael Gottlieb, an emergency physician and researcher at Rush University, joins to discuss his groundbreaking study on podcast learning during exercise. He reveals that listening clarity remains unchanged when exercising versus at rest. The conversation dives into multitasking versus task switching, shedding light on how our brains cope with divided attention. Gottlieb addresses the role of cognitive load in learning and offers active strategies for enhancing engagement with podcasts. He also explores the potential benefits of video games for surgical skills and emphasizes the importance of motivation in learning.
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Jul 22, 2025 • 54min

Summer Rewind #2

Dr. Paul Kirschner, an Emeritus Professor of Educational Psychology, debunks key myths in education, like learning styles and the dangers of multitasking. He emphasizes that expertise hinges on schema and perception, highlighting why merely Googling information is insufficient without prior knowledge. Kirschner also discusses evidence-based study techniques known as 'desirable difficulties' that enhance long-term retention, urging educators to embrace effective teaching strategies grounded in research.
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Jul 8, 2025 • 40min

Summer Rewind #1

Dr. Lisa Rosenbaum, a cardiologist and NEJM correspondent, dives deep into the conflict between excellence and well-being in medicine. She shares her insights on necessary versus unnecessary discomfort in training, drawing parallels to athletics. The conversation highlights the emotional toll of writing controversial pieces, the challenges of providing tough feedback, and the shifts in medical culture post-COVID. Lisa argues for a balance between grievance and mastery, emphasizing that true well-being in medicine comes from intrinsic motivation and the pursuit of excellence.
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Jun 24, 2025 • 40min

[22] Season 1 finale: Your feedback

In the Season 1 finale of KeyLIME+, Adam shares reflections on a memorable first year, highlighting listener feedback and key insights from across the season. We revisit important conversations about balancing wellness with excellence in medical education, rethinking med school admissions, applying cognitive load theory to clinical teaching, and leading change with humility. Thanks to all our listeners and contributors for being part of Season 1 — KeyLIME+ will be back in September with an exciting Season 2!    Length of episode: 36:50  Resources to check out   Episodes mentioned: -   Episode 8 Is applying to med school like playing the lottery?  https://keylimepodcast.libsyn.com/7-is-applying-to-med-school-like-playing-the-lottery   Episode 11 Challenging the status quo of CBME in Canada  https://keylimepodcast.libsyn.com/11-challenging-the-status-quo-of-cbme-in-canada  Episode 14 Exploring cognitive load in the workplace: A new tool for medical educators  https://keylimepodcast.libsyn.com/14-exploring-cognitive-load-in-the-workplace-a-new-tool-for-medical-educators     Contact us: keylime@royalcollege.ca     Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski    
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10 snips
Jun 10, 2025 • 50min

[21] Unpacking Medical Expertise: Illness Scripts, Clinical Reasoning, and the Future of CanMEDS

In this discussion, Saleem Razack, a pediatric intensivist and award-winning leader in medical education, teams up with Stuart Lubarsky, an associate professor and director of an urgent neurology clinic. They delve into the intricate concept of medical expertise, emphasizing adaptive knowledge over sheer information volume. The conversation touches on illness scripts, cognitive load, and the evolution of clinical reasoning. Additionally, they advocate for a broader perspective on medical training within the CanMEDS framework, highlighting the integration of ethical and social considerations.

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