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Brendan Fox

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Aug 2026

Utility of Large Language Models in Pediatric Trauma Triage: An Age-Stratified Analysis of Prompt Engineering.

It is found that structured prompt engineering improves off-the-shelf LLM performance over unstructured prompting across age groups and enables general-domain LLMs to achieve clinician-comparable performance in pediatric trauma triage across age groups.

Brendan Fox, A. Balaji, Philip J. Seger et al. · 0 citations