Zero-shot LLM-generated survey data captures broad state-level health contrasts but shows variable-dependent errors that propagate unevenly through IPF-based population synthesis.
David T Levy, Patricia L Mabry, Amanda L Graham, C Tracy Orleans, and David B Abrams
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Using Zero-Shot LLM-Generated Survey Data for Geographically Explicit Population Synthesis
Zero-shot LLM-generated survey data captures broad state-level health contrasts but shows variable-dependent errors that propagate unevenly through IPF-based population synthesis.