AI Methods for Implementation Science (AIM-IS): developing a framework, toolkit, and reporting standard for the responsible use of AI in implementation practice and research.

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Title: AI Methods for Implementation Science (AIM-IS): developing a framework, toolkit, and reporting standard for the responsible use of AI in implementation practice and research.
Authors: Fontaine G; Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, 680 Sherbrooke West, #1812, Montréal, QC, H3A 2M7, Canada. guil.fontaine@mcgill.ca.; Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Montréal, QC, Canada. guil.fontaine@mcgill.ca.; Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada. guil.fontaine@mcgill.ca.; Kirby Institute, UNSW Sydney, Sydney, NSW, Australia. guil.fontaine@mcgill.ca., Michie S; Centre for Behaviour Change, University College London, London, UK., Beidas RS; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA., Geng E; Division of Infectious Diseases, School of Medicine, Washington University in St. Louis, St. Louis, MO, USA., Fahim C; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, ON, Canada.; Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada., Powell BJ; Brown School, Washington University in St. Louis, St. Louis, MO, USA., Welch V; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.; Bruyère Health Research Institute, Ottawa, ON, Canada., Thomas J; EPPI Centre, Social Research Institute, University College London, London, UK.; Institute of Education, University College London, London, UK., Chan J; School of Population Health, UNSW Sydney, Sydney, NSW, Australia., Abbasgholizadeh-Rahimi S; Department of Family Medicine, McGill University, Montreal, QC, Canada.; Mila - Quebec Artificial Intelligence Institute, Montréal, QC, Canada.; Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, QC, Canada., Légaré F; Department of Family and Emergency Medicine, Université Laval, Québec City, QC, Canada.; VITAM Research Centre for Sustainable Health, Québec City, QC, Canada., Hastings J; Idiap Research Institute, Martigny, Switzerland.; Swiss Institute of Bioinformatics, Lausanne, Switzerland., Lambert SD; Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, 680 Sherbrooke West, #1812, Montréal, QC, H3A 2M7, Canada.; St. Mary's Research Centre, CIUSSS West-Montreal, Montréal, QC, Canada., Presseau J; Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.; School of Psychology, University of Ottawa, Ottawa, ON, Canada., Straus SE; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, ON, Canada.; Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada.; Department of Medicine, University of Toronto, Toronto, ON, Canada., An R; Silver School of Social Work, New York University, New York, NY, USA., Saran A; Global Development Network, New Delhi, India., Taylor N; School of Population Health, UNSW Sydney, Sydney, NSW, Australia.
Source: Implementation science : IS [Implement Sci] 2026 Apr 14; Vol. 21 (1). Date of Electronic Publication: 2026 Apr 14.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101258411 Publication Model: Electronic Cited Medium: Internet ISSN: 1748-5908 (Electronic) Linking ISSN: 17485908 NLM ISO Abbreviation: Implement Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Fontaine+G%22">Fontaine G</searchLink>; Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, 680 Sherbrooke West, #1812, Montréal, QC, H3A 2M7, Canada. guil.fontaine@mcgill.ca.; Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Montréal, QC, Canada. guil.fontaine@mcgill.ca.; Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada. guil.fontaine@mcgill.ca.; Kirby Institute, UNSW Sydney, Sydney, NSW, Australia. guil.fontaine@mcgill.ca.<br /><searchLink fieldCode="AU" term="%22Michie+S%22">Michie S</searchLink>; Centre for Behaviour Change, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Beidas+RS%22">Beidas RS</searchLink>; Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Geng+E%22">Geng E</searchLink>; Division of Infectious Diseases, School of Medicine, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Fahim+C%22">Fahim C</searchLink>; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, ON, Canada.; Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Powell+BJ%22">Powell BJ</searchLink>; Brown School, Washington University in St. Louis, St. Louis, MO, USA.<br /><searchLink fieldCode="AU" term="%22Welch+V%22">Welch V</searchLink>; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.; Bruyère Health Research Institute, Ottawa, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Thomas+J%22">Thomas J</searchLink>; EPPI Centre, Social Research Institute, University College London, London, UK.; Institute of Education, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Chan+J%22">Chan J</searchLink>; School of Population Health, UNSW Sydney, Sydney, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Abbasgholizadeh-Rahimi+S%22">Abbasgholizadeh-Rahimi S</searchLink>; Department of Family Medicine, McGill University, Montreal, QC, Canada.; Mila - Quebec Artificial Intelligence Institute, Montréal, QC, Canada.; Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Légaré+F%22">Légaré F</searchLink>; Department of Family and Emergency Medicine, Université Laval, Québec City, QC, Canada.; VITAM Research Centre for Sustainable Health, Québec City, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Hastings+J%22">Hastings J</searchLink>; Idiap Research Institute, Martigny, Switzerland.; Swiss Institute of Bioinformatics, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Lambert+SD%22">Lambert SD</searchLink>; Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, 680 Sherbrooke West, #1812, Montréal, QC, H3A 2M7, Canada.; St. Mary's Research Centre, CIUSSS West-Montreal, Montréal, QC, Canada.<br /><searchLink fieldCode="AU" term="%22Presseau+J%22">Presseau J</searchLink>; Methodological and Implementation Research Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada.; School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.; School of Psychology, University of Ottawa, Ottawa, ON, Canada.<br /><searchLink fieldCode="AU" term="%22Straus+SE%22">Straus SE</searchLink>; Li Ka Shing Knowledge Institute, Unity Health Toronto, Toronto, ON, Canada.; Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON, Canada.; Department of Medicine, University of Toronto, Toronto, ON, Canada.<br /><searchLink fieldCode="AU" term="%22An+R%22">An R</searchLink>; Silver School of Social Work, New York University, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Saran+A%22">Saran A</searchLink>; Global Development Network, New Delhi, India.<br /><searchLink fieldCode="AU" term="%22Taylor+N%22">Taylor N</searchLink>; School of Population Health, UNSW Sydney, Sydney, NSW, Australia.
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  Data: <searchLink fieldCode="JN" term="%22101258411%22">Implementation science : IS</searchLink> [Implement Sci] 2026 Apr 14; Vol. 21 (1). <i>Date of Electronic Publication: </i>2026 Apr 14.
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