Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations

Qi Han Wong

We investigate whether large language models produce different medical triage recommendations for identical symptoms based solely on the language of the patient prompt. Using Gemin…