Unbiased Prevalence Estimation with Multicalibrated LLMs
arXiv:2604.21549v1 Announce Type: new
Abstract: Estimating the prevalence of a category in a population using imperfect measurement devices (diagnostic tests, classifiers, or large language models) is fundamental to science, public health, and online …