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Decision Support for Health Professionals (1686) Clinical Information and Decision Making (2138) Adverse Drug Events Detection, Pharmacovigilance and Surveillance (232) Pharmacology and Pharmaceutics (133) Machine Learning (2298) Artificial Intelligence (2441) Registered Report (873)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64902, first published .
Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial

Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial

Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial

Authors of this article:

Corey Lester1 Author Orcid Image ;   Brigid Rowell1 Author Orcid Image ;   Yifan Zheng1 Author Orcid Image ;   Zoe Co1, 2 Author Orcid Image ;   Vincent Marshall1 Author Orcid Image ;   Jin Yong Kim3 Author Orcid Image ;   Qiyuan Chen3 Author Orcid Image ;   Raed Kontar3 Author Orcid Image ;   X Jessie Yang3 Author Orcid Image
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  1. Grundy D. Harnessing reasoning-based AI for digital entrepreneurship in creative authorship. Artificial Intelligence in Education 2026;2(2):1 View
  2. Whitaker M, Rowell B, Kim J, Al Kontar R, Yang X, Lester C. Pharmacists' propensity to trust automated technologies: A demographic analysis. Journal of the American Pharmacists Association 2026;66(2):103011 View
  3. Chen X, Jin P, Mai H, Liang S, Ping Y, Wang C, Zhao Y. Artificial intelligence in pharmaceutical administration and clinical pharmacy: A comprehensive review of advancements, challenges, and future directions. Intelligent Pharmacy 2026 View

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  1. Badhe A, Chavan N, Bharti M, Kumar A. 2026 International Conference on Emerging Technologies and Future Innovations (ETFI). Improving the Quality of Healthcare through AI-Driven Predictive Monitoring View