Applying Machine Learning in Predicting Medication Treatment Outcomes for Opioid Use Disorder

Web Supplement and Technical Reference

This repository contains the web supplement and technical reference materials for the manuscript "Applying Machine Learning in Predicting Medication Treatment Outcomes for Opioid Use Disorder" by Raymond R. Balise, Kyle Grealis, Guertson Jean-Baptiste, and the CTN-0094 Team.

Contents

• Web Supplement - Supplementary analyses, figures, and tables: docs/supplement.html
  • Live site: https://ctn-0094.github.io/ml_paper_2025/supplement.html
• Technical Reference - Detailed documentation of methods and modeling approach: docs/technical_reference.html or technical_reference.pdf
  • Live site: https://ctn-0094.github.io/ml_paper_2025/technical_reference.html

Modeling Workflow

The full modeling workflow and code will be here once the paper is accepted.

Citation

If you use materials from this repository, please cite the associated manuscript.