Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco
Training a Smoking Status Probabilistic Model Using Cotinine Levels in a Large Claims Database.
Dominique Medaglio, Charles E Leonard, Alisa J Stephens Shields, Robert A Schnoll, Robert Gross
Published: 202510.1093/ntr/ntaf222
Abstract
INTRODUCTION: Smoking status is an important confounder for many epidemiologic studies, yet it is not well documented in common sources of real-world data, including administrative claims. Probabilistic models can be used to create a proxy for smokin…
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