Unregulated large language models produce medical device-like output

Large language models (LLMs) show considerable promise for clinical decision support (CDS) but none is currently authorized by the Food and Drug Administration (FDA) as a CDS device. We evaluated whether two popular LLMs could be induced to provide device-like CDS output. We found that LLM output readily produced device-like decision support across a range of scenarios, suggesting a need for regulation if LLMs are formally deployed for clinical use.

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Publication Details

Journal
npj Digital Medicine
Published
2025-03-07
DOI
https://doi.org/10.1038/s41746-025-01544-y
Citations
38
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
24.86

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article

Unregulated large language models produce medical device-like output

Genevieve P. Kanter, Gary E. Weissman, Toni Mankowitz
38 citations
npj Digital Medicine
Artificial Intelligence in Healthcare and Education
24.86
article

Unregulated large language models produce medical device-like output

Genevieve P. Kanter, Gary E. Weissman, Toni Mankowitz
article en
38 citations

Abstract

Large language models (LLMs) show considerable promise for clinical decision support (CDS) but none is currently authorized by the Food and Drug Administration (FDA) as a CDS device. We evaluated whether two popular LLMs could be induced to provide device-like CDS output. We found that LLM output readily produced device-like decision support across a range of scenarios, suggesting a need for regulation if LLMs are formally deployed for clinical use.

npj Digital MedicineVol. 8(1)
University of Southern California (US), Department of Health Services (US), University of Pennsylvania (US)
National Institute of General Medical Sciences
Quality Education
Openalex Percentile: Top 0%
Artificial Intelligence in Healthcare and Education
24.86
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