[25] AI Reporting Reform: Raising the Bar for Transparency of Large Language Model use in Medical Education Research
KeyLIME+30 Sep 2025

[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  

Episoder(42)

[37] Café des spécialités : Infuser des idées de carrière, une conversation à la fois

[37] Café des spécialités : Infuser des idées de carrière, une conversation à la fois

Cet épisode de KeyLIME+ présente le Café des spécialités, un balado du Collège royal dans lequel des médecins témoignent sur le ton de la conversation pour aider les étudiant·es en médecine à choisir ...

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[36]  Specialty Café: Brewing Careers, One Conversation at a Time

[36] Specialty Café: Brewing Careers, One Conversation at a Time

This episode of KeyLIME+ highlights Specialty Café, a sister Royal College podcast that focuses on conversational storytelling to support medical students exploring specialty choice. Through informal ...

3 Mar 18min

[35]  From What You Say to How You Say It: Unlocking the Human Element of Simulation-Based Education

[35] From What You Say to How You Say It: Unlocking the Human Element of Simulation-Based Education

In this episode of KeyLIME+, Adam and guest resident co-host Charlie Irwin speak with Gerry Gormley about getting simulation right in medical education. They discuss the importance of micro communicat...

17 Feb 44min

[34] KeyLIME+ live at ICRE Part 2: Building Trust, Fostering Growth, and Strengthening Connection with AI in Medical Education

[34] KeyLIME+ live at ICRE Part 2: Building Trust, Fostering Growth, and Strengthening Connection with AI in Medical Education

In this second half of our special two-part episode of KeyLIME+, recorded live in Quebec City at the International Conference on Residency Education, Adam is joined by resident co-host Dr. Rory Clarke...

3 Feb 41min

[33] KeyLIME+ live at ICRE Part 1: Building Trust, Fostering Growth, and Strengthening Connection with AI in Medical Education

[33] KeyLIME+ live at ICRE Part 1: Building Trust, Fostering Growth, and Strengthening Connection with AI in Medical Education

In this first half of our special two-part episode of KeyLIME+, recorded live in Quebec City at the International Conference on Residency Education, Adam is joined by resident co-host Dr. Rory Clarke ...

20 Jan 30min

[32] Designing Learning That Learns: The Promise of Precision Medical Education

[32] Designing Learning That Learns: The Promise of Precision Medical Education

In this episode of KeyLIME+, Adam speaks with Dr. Sanjay Desai to explore the concept of precision education in medical training. They discuss how data and technology can personalize medical education...

6 Jan 35min

[31] AI Literacy for Medical Educators: Building Smarter Learning

[31] AI Literacy for Medical Educators: Building Smarter Learning

On this episode of KeyLIME+, Adam sits down with Terry Soleas to unpack how AI is changing medical education. Together, they explore why AI literacy is essential for healthcare professionals and how u...

23 Des 202536min

[30] Less Tech, More Training: Simplifying Simulation for Busy Healthcare Teams

[30] Less Tech, More Training: Simplifying Simulation for Busy Healthcare Teams

In this episode of KeyLIME+, Adam, along with co-host Greta Askin, delve into the novel area of Visually Enhanced Mental Simulation (VEMS) with guest Vic Brazil. They discuss how VEMS differs from tra...

9 Des 202543min

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