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.
Drinking water lead and socioeconomic factors as predictors of blood lead levels in New Jersey’s children between two time periods
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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.