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Author

Cédric Gil‐Jardine

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#large language models Open access Sep 2026

Auditing sex/gender disparities in emergency triage with LLM-based paired comparisons

We present a domain-agnostic paired-comparison approach that uses Large Language Models (LLMs) to quantify sex/gender-related asymmetries in documented clinical decision-making. The method trains an LLM to emulate observed decisions, then evaluates sex-swapped pairs in which only sex is flipped, holding documented clin...

Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus et al. · 0 citations

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