A Study to Evaluate the Safety, Tolerability & Efficacy of MSDC-0602K in Patients With NASH

Model scores of the 29,894 trials active now.

Model score 11% 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 18% of the time (280 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 2019-06-30. 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.

• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Wording of the registration (title, summary, criteria) (lowers risk) · Wording Phrases that raised it: lymphomabiopsycancergreatertype diabetes
  Phrases that lowered it: subjectsblood pressuredrugmmhgabuse
• Blinding: quadruple (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Phase: 2 (raises risk) · Design
• Number of arms: 4 (lowers risk) · Design
• Disease area, cancer: No (lowers risk) · Disease area
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Has a data monitoring committee: No (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Sponsor's past trials: 0 (lowers risk) · Sponsor's track record
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Disease area, neurology: No (lowers risk) · Disease area
• Collaborators: 1 (raises risk) · Design
• Maximum age: not given (lowers risk) · Who can join

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.

• Emricasan, a Caspase Inhibitor, for Evaluation in Subjects With Non-Alcoholic Steatohepatitis (NASH) Fibrosis NCT02686762 · started 2016 · scored riskier than 89% of active trials completed
• Study to Evaluate Efficacy, Safety and Tolerability of HM15211(Efocipegtrutide) in Subjects NCT04505436 · started 2020 · scored riskier than 51% of active trials completed
• The Efficacy, Safety and Tolerability of Oral LPCN 1144 in Subjects With Nonalcoholic Steatohepatitis NCT04134091 · started 2019 · scored riskier than 39% of active trials completed
• 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
• A Study to Assess the Safety, Tolerability, Pharmacokinetics and Efficacy of EDP-305 in Subjects With Non-Alcoholic Steatohepatitis NCT03421431 · started 2018 · scored riskier than 86% 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.