Around the EQUATOR With Clin‐STAR: AI‐Based Randomized Controlled Trial Challenges and Opportunities in Aging Research.
The CONSORT 2010 statement is a guideline that provides an evidence‐based checklist of minimum reporting standards for randomized trials. With the rapid growth of Artificial Intelligence (AI) based interventions in the past 10 years, the CONSORT‐AI extension was created in 2020 to provide guidelines...
| Published in: | Journal of the American Geriatrics Society Vol. 73; no. 5; pp. 1365 - 1376 |
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| Main Authors: | , , , , |
| Format: | Article |
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Wiley-Blackwell
May2025
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| Online Access: | View this record in EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=185399586&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 185399586 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 00028614 20Q jtl: Journal of the American Geriatrics Society issn: 00028614 maglogo: Y pubinfo: dt: May2025 vid: 73 iid: 5 pid: 480 pub: Wiley-Blackwell artinfo: ui: 185399586 10.1111/jgs.19362 ppf: 1365 ppct: 11 formats: tig: atl: Around the EQUATOR With Clin‐STAR: AI‐Based Randomized Controlled Trial Challenges and Opportunities in Aging Research. aug: au: Yang, Betsy Park, Caroline Lin, Steven Muralidharan, Vijaytha Kado, Deborah M. affil: Section of Geriatric Medicine, Division of Primary Care and Population Health, Department of Medicine, Stanford School of Medicine, Palo Alto California,, USA Geriatric Research Education Research and Clinical Center (GRECC), Veterans Administration Healthcare System, Palo Alto California,, USA Stanford Healthcare AI Applied Research Team (HEA3RT), Stanford School of Medicine, Palo Alto California,, USA Department of Family Medicine, USC Keck School of Medicine, Pasadena California,, USA Division of Primary Care and Population Health, Department of Medicine, Stanford School of Medicine, Palo Alto California,, USA Department of Dermatology, Aneurin Bevan NHS Health Trust, Newport, UK su: Elder care Artificial intelligence Mindfulness Patient-centered care Health equity Clinical decision support systems Digital health Polypharmacy Movement disorders sug: subj: Elder care Artificial intelligence Mindfulness Patient-centered care Health equity Continuing Care Retirement Communities Clinical decision support systems Digital health Polypharmacy Movement disorders ab: The CONSORT 2010 statement is a guideline that provides an evidence‐based checklist of minimum reporting standards for randomized trials. With the rapid growth of Artificial Intelligence (AI) based interventions in the past 10 years, the CONSORT‐AI extension was created in 2020 to provide guidelines for AI‐based randomized controlled trials (RCT). The Clin‐STAR "Around the EQUATOR" series features existing reported standards while also highlighting the inherent complexities of research involving research of older participants. In this work, we propose that when designing AI‐based RCTs involving older adults, researchers adopt a conceptual framework (CONSORT‐AI‐5Ms) designed around the 5Ms (Mind, Mobility, Medications, Matters most, and Multi‐complexity) of Age‐Friendly Healthcare Systems. Employing the 5Ms in this context, we provide a detailed rationale and include specific examples of challenges and potential solutions to maximize the impact and value of AI RCTs in an older adult population. By combining the original intent of CONSORT‐AI with the 5Ms framework, CONSORT‐AI‐5Ms provides a patient‐centered and equitable perspective to consider when designing AI‐based RCTs to address the diverse needs and challenges associated with geriatric care. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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