Development and evaluation of a machine learning model to predict acute care for opioid use disorder among Medicaid enrollees engaged in a community‐based treatment program.

Aims: To develop machine‐learning algorithms for predicting the risk of a hospitalization or emergency department (ED) visit for opioid use disorder (OUD) (i.e. OUD acute events) in Pennsylvania Medicaid enrollees in the Opioid Use Disorder Centers of Excellence (COE) program and to evaluate the fai...

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Bibliographic Details
Published in:Addiction Vol. 120; no. 9; pp. 1780 - 1790
Main Authors: Xue, Lingshu, Yin, Ruofei, Cole, Evan S., Lo‐Ciganic, Wei‐Hsuan, Gellad, Walid F., Donohue, Julie, Tang, Lu
Format: research tables/charts Journal Article
Published: Wiley-Blackwell Sep2025
Online Access:View this record in EBSCOhost