31 papers
This category explores how we train the next generation of healthcare professionals and improve the teaching methods used in medical schools. From new strategies for clinical skills to the integration of technology in classrooms, these studies examine what actually helps future doctors and nurses learn effectively. Because medical education evolves rapidly, staying current with fresh research is vital for educators and administrators alike.
Every new preprint in this collection is sourced directly from medRxiv. At Gist.Science, we process each incoming study to provide both a plain-language overview for general readers and a detailed technical summary for experts. This dual approach ensures that critical insights into pedagogy and curriculum design are accessible to everyone, regardless of their background.
Below are the latest papers in medical education, featuring the most recent findings on how we teach and learn in the health sciences.
The paper introduces Infoxmed2.0-27B, a medical foundation model derived from Qwen3.5-27B that achieves superior performance on medical benchmarks through a rigorous multi-stage post-training pipeline involving proprietary data synthesis, LoRA-based instruction tuning, DPO preference alignment, and GRPO-based reward model training.
This pilot study found that while interprofessional healthcare students generally perceived an AI-enhanced ethics learning platform as useful for providing immediate feedback and diverse scenarios, they viewed it as a complementary tool rather than a replacement for traditional instruction, citing usability concerns and a small sample size as limitations.
This 2023 cross-sectional study of 83 medical interns at Hormozgan University of Medical Sciences reveals that while 60.2% are willing to pursue specialty training—driven by economic and social factors and favoring fields like radiology and dermatology—educational fatigue and financial constraints deter the remainder, with no specific demographic or academic variables independently predicting their willingness to continue.
This methodological case study introduces a framework and open-source tool for Ranked (In)direct Citation Searching (RICS) to systematically compare it with Unranked Direct Citation Searching (UDCS) in systematic reviews, demonstrating that RICS offers comparable or improved precision while identifying additional relevant literature.
This study validates a novel, architecture-driven AI standardized patient system as a scalable and effective alternative to human actors for clinical communication training, demonstrating that pedagogical design outweighs model selection in driving learner performance and offering unique self-efficacy benefits.
This study of the NIA-funded MADURA program reveals that while underrepresented undergraduate trainees report high overall satisfaction with their aging and Alzheimer's disease research mentorship, the specific mentor competencies driving that satisfaction differ significantly between faculty PIs and near-peer mentors, suggesting a need for role-specific expectations and a combined mentoring approach.
This study of 99 fifth-year medical students found that while personality traits, empathy, and stress mindsets generally do not predict overall OSCE performance, conscientiousness specifically predicts success in non-interactive stations and neuroticism is associated with performance improvement between sessions, whereas written exam scores, prior OSCE results, and female gender were the strongest overall predictors of success.
A systematic review of 262 randomized controlled trials reveals that the terms "personalized," "individualized," and "precision" are applied interchangeably to predominantly non-genomic interventions that suffer from high methodological bias and low transparency, highlighting an urgent need for greater conceptual clarity and rigorous standards in clinical research.
Through focus groups with internal medicine residents, this study identified 297 distinct workload metrics across 28 domains—ranging from autonomy and communication to emotional burden—to establish a comprehensive framework for understanding and measuring the trainee work experience beyond traditional duty hours.
This cross-sectional study of 146 physicians in Ghana reveals that while awareness of the periodontal disease-diabetes link is generally high, it is driven by professional experience and specific disease knowledge rather than formal undergraduate oral health education, highlighting a gap between curricular exposure and clinical competency.