Cannabidiol in the Treatment of Opioid Use Disorder

Model scores of the 29,894 trials active now.

Model score 9% for any early termination, 4% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 11% of the time (407 trials).

Finished trial that started in 2015 or later: the model never saw it during training.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2024-04-04. The rest of the way to 100% is still running.

From the competing-risks survival model (termination vs completion, still-running trials censored), fit to trials that started 2008–2014 and recalibrated to termination rates over 2022–2024, since termination has become more common. Checked on past years, it still ran a little low when the rise continued.

• Wording of the registration (title, summary, criteria) (lowers risk) · Wording Phrases that raised it: to determinetherapyprocedurethe followingdose of
  Phrases that lowered it: participantshealthyindividualsalcoholthe study
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Phase: 2 (raises risk) · Design
• Drug's FAERS reports marked serious: 49.6% (lowers risk) · Drug's FDA history
• Drug's FAERS reports with a death: 6.4% (lowers risk) · Drug's FDA history
• Disease area, cancer: No (lowers risk) · Disease area
• Blinding: quadruple (lowers risk) · Design
• Number of arms: 4 (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Responsible party: sponsor investigator (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Disease area, psychiatry: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Sponsor's past trials: 1 (lowers risk) · Sponsor's track record
• Disease area, neurology: No (lowers risk) · Disease area
• Maximum age: 65 (lowers risk) · Who can join
• Collaborators: 0 (raises risk) · Design

Every input that moved this score, largest first: SHAP contributions in log-odds, red raising risk and green lowering it. They describe the model, not causes of termination. Phrases are traced from the text features back to this registration's words, approximately.

• Cannabidiol Effects on Craving and Relapse Prevention in Opioid Use Disorder NCT03787628 · started 2022 · scored riskier than 31% of active trials completed
• Oral Cannabidiol for Opioid Withdrawal NCT04238754 · started 2020 · scored riskier than 10% of active trials completed
• Acute and Short-term Effects of Cannabidiol Admin on Cue-induced Craving in Drug-abstinent Heroin Dependent Humans NCT01605539 · started 2012 · scored riskier than 13% of active trials completed
• Investigation of the Pharmacokinetic Profile of CBD NCT05269706 · started 2022 · scored riskier than 2% of active trials completed
• Study to Test the Safety and Efficacy of Cannabidiol as a Treatment Intervention for Opioid Relapse NCT01311778 · started 2010 · scored riskier than 7% of active trials completed

Closest by meaning of the registration text (PubMedBERT embeddings), among finished trials. How they ended is context, not an input to this trial's score.