Oltipraz for Liver Fat Reduction in Patients With Non-alcoholic Fatty Liver Disease Except for Liver Cirrhosis

Model scores of the 29,894 trials active now.

Model score 9% for any early termination, 2% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 17% of the time (213 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 2022-09-26. 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.

• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Wording of the registration (title, summary, criteria) (lowers risk) · Wording Phrases that raised it: screeningdiseasebowelplacebodouble blind
  Phrases that lowered it: transaminasetrialulnand safetyalt
• Minimum age: 19 (lowers risk) · Who can join
• Has a data monitoring committee: not given (lowers risk) · Design
• Phase: 3 (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Disease area, cancer: No (lowers risk) · Disease area
• Blinding: single (lowers risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Number of arms: 2 (raises risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Maximum age: 75 (lowers risk) · Who can join
• Disease area, neurology: No (lowers risk) · Disease area

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.

• A Randomized, Double-blind Study to Assess the Safety and Efficacy of EDP-305 in Subjects With Liver-biopsy Proven NASH NCT04378010 · started 2020 · scored riskier than 51% of active trials terminated
• Efficacy and Safety of Oltipraz in the Patients With Non-alcoholic Fatty Liver Disease NCT01373554 · started 2011 · scored riskier than 11% of active trials completed
• Open-Label Study To Evaluate MN-001 on HDL & Triglyceride in NASH & NAFLD Subjects NCT02681055 · started 2016 · scored riskier than 43% of active trials completed
• Combination Obeticholic Acid (OCA) and Statins for Monitoring of Lipids (CONTROL) NCT02633956 · started 2015 · scored riskier than 48% of active trials completed
• Study to Evaluate the Efficacy and Safety of DA-1241 in Subjects With Presumed NASH NCT06054815 · started 2023 · scored riskier than 20% 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.