ArticleNature medicine2025
International partnership for governing generative artificial intelligence models in medicine.
Abstract readLetter
In one paragraph
Article in Nature medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–field-weighted citation impact
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic Review of Artificial Intelligence Applications in Clinical Trials for Central Nervous System Injuries.Current neuropharmacology · 2026Pooled it
- Artificial stupidity or logimorphism? How misuse of language warps our thinking about 'artificial intelligence'.European heart journal. Digital health · 2026Article
- Shadow AI in Consumer Health: The Case for Safe Adoption of National Health AI Assistants.Mayo Clinic proceedings. Digital health · 2026Review
- Clinical artificial intelligence applications of vision-language foundation models.PLOS digital health · 2026Review
- A qualitative interview study investigating patient, health professional, and developer perspectives on real-world implementation of patient-centered AI systems.NPJ digital medicine · 2026Article
- Innovating global regulatory frameworks for generative AI in medical devices is an urgent priority.NPJ digital medicine · 2026Review
- MS360°: a conceptual digital-first, data-driven hybrid care framework for personalised multiple sclerosis management.NPJ digital medicine · 2026Review
- Important Ethical, Technical, and Epidemiological Considerations in an AI Tool Production (ETEPAI): Scoping Review.JMIR AI · 2026Review
- Research Progress in Artificial Intelligence-Assisted Preparation of High-Quality Biomaterials.ACS omega · 2026Review
- Uses of generative AI by non-clinician staff at an academic medical center.npj health systems · 2026Article
- Editorial: Community series in towards precision medicine for immune-mediated disorders: advances in using big data and artificial intelligence to understand heterogeneity in inflammatory responses, volume III.Frontiers in immunology · 2026Article
- Integrating neural organoids and AI: increasing the risk of artificial consciousness or medical malpractice?Frontiers in molecular neuroscience · 2026Article
- Artificial intelligence and digital health in Colombia: outlook of the most recent advances and future challengesBiomedica : revista del Instituto Nacional de Salud · 2025Article
- A qualitative Interview Study Investigating Patient, Health Professional, and Developer Perspectives on Real-World Implementation of Patient-Centered AI Systems.Research square · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
33 authors.
Jasmine Chiat Ling OngDivision of Pharmacy, Singapore General Hospital, Singapore, Singapore.ORCID http://orcid.org/0000-0001-6916-5960
Yilin NingDuke-NUS AI + Medical Sciences Initiative, Duke-NUS Medical School, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6758-4472
Gary S CollinsUK EQUATOR Centre, Centre for Statistics in Medicine, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-2772-2316
Danielle S BittermanArtificial Intelligence in Medicine (AIM) Program, Mass General Brigham, Harvard Medical School, Boston, MA, USA.
Ashley N BeecyDepartment of Medicine, Division of Cardiology, Weill Cornell Medicine, New York, NY, USA.
Robert T ChangStanford University School of Medicine, Palo Alto, CA, USA.
Alastair K DennistonCollege of Medicine and Health, University of Birmingham, Birmingham, UK.ORCID http://orcid.org/0000-0001-7849-0087
Oscar FreyerElse Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany.ORCID http://orcid.org/0000-0003-3323-2492
Stephen GilbertElse Kröner Fresenius Center for Digital Health, TUD Dresden University of Technology, Dresden, Germany.ORCID http://orcid.org/0000-0002-1997-1689
Anne de HondJulius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands.
Artuur M LeeuwenbergJulius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands.
Liang ZhaoDepartment of Pharmacy, University of California San Francisco, San Francisco, CA, USA.
John C W LimCentre of Regulatory Excellence, Duke-NUS Medical School, Singapore, Singapore.
Mingxuan LiuDuke-NUS AI + Medical Sciences Initiative, Duke-NUS Medical School, Singapore, Singapore.
Xiaoxuan LiuCollege of Medicine and Health, University of Birmingham, Birmingham, UK.ORCID http://orcid.org/0000-0002-1286-0038
Christopher A LonghurstDepartment of Medicine, University of California, San Diego, La Jolla, CA, USA.
Yian MaDuke-NUS AI + Medical Sciences Initiative, Duke-NUS Medical School, Singapore, Singapore.
Yue QiuTsinghua Medicine, Tsinghua University, Beijing, China.
Rupa SarkarThe Lancet Group, London, UK.
Bin ShengDepartment of Computer Science and Engineering, School of Electronic, Information, and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0000-0001-8510-2556
Kuldev SinghStanford University School of Medicine, Palo Alto, CA, USA.
Iris Siu Kwan TanArtificial Intelligence Office, Singapore Health Services, Singapore, Singapore.
Yih Chung ThamSingapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6752-797X
Arun J ThirunavukarasuNuffield Department of Clinical Neurosciences, Medical Sciences Division, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0001-8968-4768
Daniel Shu Wei TingByers Eye Institute, Stanford University, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0003-2264-7174
Silke VogelCentre of Regulatory Excellence, Duke-NUS Medical School, Singapore, Singapore.
Rui ZhangDivision of Computational Health Sciences, Department of Surgery, University of Minnesota, Minneapolis, MN, USA.
Jianfei ZhaoNEJM AI, Boston, MA, USA.ORCID http://orcid.org/0000-0003-4746-6804
Wendy W ChapmanCentre for Digital Transformation of Health, University of Melbourne, Melbourne, Victoria, Australia.
Nigam H ShahStanford University School of Medicine, Palo Alto, CA, USA.ORCID http://orcid.org/0000-0001-9385-7158
Karel G M MoonsJulius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands.
Tien Yin WongTsinghua Medicine, Tsinghua University, Beijing, China. wongtienyin@tsinghua.edu.cn.
Nan LiuDuke-NUS AI + Medical Sciences Initiative, Duke-NUS Medical School, Singapore, Singapore. liu.nan@duke-nus.edu.sg.ORCID http://orcid.org/0000-0003-3610-4883
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Identifiers
PMID
40588674What OpenQuestion holds
Textmetadata
Read underepoch 390
Registered trials
None linked
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.