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Author

Prakash Jayakumar

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Open access Mar 2026

Can Large Language Models Identify When an Upper Extremity Problem Needs Nonurgent Attention? An Assessment of Multiple LLM Chatbots

The finding that LLMs can distinguish urgent from nonurgent upper extremity conditions suggests that artificial intelligence tools could help reduce unnecessary use of high-cost emergency services, allowing those resources to be reserved for patients who require timely care.

Jefferson Hunter, David C. Ring, Prakash Jayakumar · 0 citations
Jul 2026

Reasoning in Real World Clinical Care: Why Large Language Models Are Not Yet Safe for Autonomous Clinical Decision Support

This Perspective concerns the most consequential of these applications: the autonomous triage of self-presenting, undifferentiated patients, with little or no clinician in the loop, and the evidence of safety does not yet exist.

Shayndhan Sivanathan, Shravan Nageswaran, Mehdi Zadem et al. · 0 citations

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