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JMIR Formative Research
Article . 2025 . Peer-reviewed
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JMIR Formative Research
Article . 2025
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Use First, Trust Later? Exploring How Health Care Providers View the Gaps Between AI’s Regulation and Its Implementation

descriptionPublicationkeyboard_double_arrow_right Article 10 Nov 2025 English Publisher:JMIR Publications Inc.Journal:JMIR Formative Research, volume 9, pages e74038-e74038 (eissn: 2561-326X, Copyright policy )
Authors: Aviad Raz; Yael Inbar; Ziv Paz; Barkan Hofman; Zalman Itzhakov; Orly Weinstein;

doi: 10.2196/74038

pmid: 41213090

pmc: PMC12599978

Use First, Trust Later? Exploring How Health Care Providers View the Gaps Between AI’s Regulation and Its Implementation

Abstract

Abstract The regulatory focus on premarket approval, overlooking and limiting the life cycle, real-world adaptiveness potential of artificial intelligence in health care, requires ongoing oversight and quality assurance by health care providers–cum-deployers, especially during early adoption.

Related Organizations
Keywords

Artificial Intelligence, Attitude of Health Personnel, Health Personnel, Research Letter, Humans, Trust, United States

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
gold