Drug or Pokemon? An analysis of the ability of large language models to discern fabricated medications

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Kelli Henry, Brian Murray, Xingmeng Zhao, Kaitlin Blotske, Yanjun Gao, Brooke Smith, Khoa Le, Susan E Smith, Erin F. Barreto, Seth Bauer, Sunghwan Sohn, Tianming Liu, Tellen D Bennett, Mitch Cohen, Raja-Elie E Abdulnour, Fenglin Liu, Andrea Sikora, David A. Clifton, Hongjian Zhou

Published: 13 Jan 2026, Last Modified: 24 Apr 2026CrossrefEveryoneRevisionsCC BY-SA 4.0