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Despite undergraduate training in geriatric care, gaps persist throughout residency, highlighting limitations of current assessment methods in evaluating medical expertise across geriatric dimensions. We developed a case-based assessment using the geriatric 5Ms framework (Mind, Mobility, Medications, Multicomplexity, Matters Most), aligned with undergraduate objectives and North American internal medicine milestones. We present feasibility data and preliminary validity evidence of using the geriatric 5Ms framework to evaluate residents' geriatric medical expertise. During a 2023 mandatory academic session at a single site, 68 first- to third-year internal medicine residents were randomly assigned to complete assessment and management plans for 3 of 6 geriatric cases within 1 hour. Two blinded educators rated performance on 5Ms dimensions and non-geriatric medical expertise using a 3-level rating scale (0 to 2). We collected feasibility data (logistical integration, participation rates, time to design cases, rate responses) and validity evidence, based on Messick's framework, in part through a post-assessment questionnaire. Sixty-five residents completed 3 cases each, and 3 residents completed 2 cases each, resulting in 201 total cases, each integrating all 5Ms dimensions. Scores across the 5Ms dimensions ranged from 0.8 to 1.3, indicating partial assessment and management. All 5Ms dimensions (mean=1.1, SD=0.3) scored significantly lower than non-geriatric medical expertise (mean=1.5; SD=0.3; (64)=9.58; <.001). Interrater reliability was moderate to strong (ICC=0.67-0.85, <.001). Most residents rated the cases (59 of 67, 88%; mean=4.4; SD=0.7) and the assessment (56 of 67, 84%; mean=4.1; SD=0.7) as representative of clinical practice. A case-based assessment using the geriatric 5Ms framework demonstrated feasibility and preliminary validity for evaluating residents' geriatric medical expertise.
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http://dx.doi.org/10.4300/JGME-D-24-00759.1 | DOI Listing |
J Grad Med Educ
August 2025
is an Associate Professor, Department of Medicine, Laval University Faculty of Medicine, Laval University, Quebec City, Quebec, Canada.
Despite undergraduate training in geriatric care, gaps persist throughout residency, highlighting limitations of current assessment methods in evaluating medical expertise across geriatric dimensions. We developed a case-based assessment using the geriatric 5Ms framework (Mind, Mobility, Medications, Multicomplexity, Matters Most), aligned with undergraduate objectives and North American internal medicine milestones. We present feasibility data and preliminary validity evidence of using the geriatric 5Ms framework to evaluate residents' geriatric medical expertise.
View Article and Find Full Text PDFNeurorehabil Neural Repair
August 2025
UHasselt, Faculty of Rehabilitation Sciences, BIOMED-REVAL-Rehabilitation Research Centre, Hasselt University, Diepenbeek, Belgium.
Background: High-intensity interval training (HIIT) has emerged as a potentially effective exercise promoting functional recovery post-stroke.
Objective: This study examined the efficacy of adding HIIT cycling vs. combining unloaded cycling (SHAM) to conventional physiotherapy on exercise capacity, functional ability, disability level, and health-related quality of life (HRQoL) early post-stroke.
Front Plant Sci
July 2025
College of Engineering, South China Agricultural University, Guangzhou, China.
Accurate detection of sugarcane nodes in natural environments is crucial for realizing intelligent sugarcane cutting and precise planting localization. However, current sugarcane node detection models often face challenges such as large parameter sizes, poor adaptability to deployment environments, and limited real-world detection accuracy. To address these challenges, this research proposes a high-precision and lightweight EdgeSugarcane detection model.
View Article and Find Full Text PDFBioinspir Biomim
June 2025
School of Engineering, Swinburne University of Technology, VIC 3122 Melbourne, Australia.
In this paper, a bionic structure made of skeletal muscle-inspired hierarchical (MH) unit cells is proposed. The mechanical properties and energy absorption (EA) characteristics of MH-celled structures with different geometric dimensions under various impact speeds were explored and compared with conventional circular-celled structures using finite element (FE) models in ABAQUS/Explicit. Quasi-static and dynamic tests were conducted to validate the FE modelling approach.
View Article and Find Full Text PDFJ Geriatr Phys Ther
May 2025
Department of Physical Therapy, Miller School of Medicine, University of Miami, Coral Gables, Florida.
The Geriatric 5Ms framework offers a comprehensive, person-centered approach to addressing the complex needs of older adults. Initially developed in geriatric medicine, the 4Ms strategy- Medications, Mind, Mobility , and what Matters Most to the patient-challenges clinicians to consider these dimensions in guiding care decisions. The Geriatric 5Ms builds on this framework and adds Multicomplexity , which emphasizes the management of multiple co-existing acute and chronic conditions, along with social and environmental factors and access to resources.
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