Development and validation of an overdose risk prediction tool using prescription drug monitoring program data.

Walid F Gellad,Qingnan Yang,Kayleigh M Adamson,Courtney C Kuza,Jeanine M Buchanich, Ashley L Bolton, Stanley M Murzynski,Carrie Thomas Goetz, Terri Washington,Michael F Lann,Chung-Chou H Chang,Katie J Suda,Lu Tang

Drug and alcohol dependence（2023）

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摘要

A gradient boosting machine algorithm predicting fatal overdose derived from twenty variables performed well in discriminating risk across testing and validation samples, improving on single factor risk measures like opioid dosage.

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关键词

Overdose prevention,Risk prediction,State policy,Surveillance

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