Open access
Sep 2026
OpenEvidence (OE) is a retrieval-augmented clinical AI tool. We evaluated the references OE returned to 150 standardized prompts across five specialties, analyzing all 4979 citations. No reference was confirmed as fabricated; three abstracts had attribution errors. Most references were recent and high-impact, though jo...
Tami Lotan, Mahmud Omar, Y. Barash et al.
· npj Health Systems · 0 citations
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Routine reporting of calibration and uncertainty and measurement of end-to-end clinical performance are prerequisites for responsible SLM deployment.
A. Gorenshtein, Mahmud Omar, Y. Barash et al.
· JAMIA Journal of the America... · 0 citations
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Open access
Aug 2026
Before AI-assisted triage enters rheumatology referral pathways, systems should separate objective clinical evidence from interpretive framing, and urgency and psychological attribution should be treated as auditable safety signals.
Mahmud Omar, M. Naffaa, R. Agbareia et al.
· Rheumatology · 0 citations
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Open access
Aug 2026
Under this benchmark, OpenEvidence produced fewer missed emergencies than the historical ChatGPT Health comparison, while errors concentrated in over-triage and evidence-seeking refusal.
Eric Jia, Mahmud Omar, Y. Barash et al.
· International Journal of Med... · 0 citations
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