LLMs tasked with allocating childhood lead testing resources in Chicago, New York, and DC overlooked high-prevalence neighborhoods and reached only 0.46 average accuracy despite marketed research capabilities.
What are the blood lead levels of children living in Latin America and the Caribbean?
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Can LLMs Help Allocate Public Health Resources? A Case Study on Childhood Lead Testing
LLMs tasked with allocating childhood lead testing resources in Chicago, New York, and DC overlooked high-prevalence neighborhoods and reached only 0.46 average accuracy despite marketed research capabilities.