DUET Study: A Clinical Study to Evaluate the Safety, Efficacy, Pharmacokinetics and Pharmacodynamics of Orally Administered TERN-501 as Monotherapy and in Combination With TERN-101 in Noncirrhotic Adults With Presumed Non-Alcoholic Steatohepatitis

Model scores of the 29,894 trials active now.

Model score 10% for any early termination, 1% 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 2023-07-10. 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: evidenceand pharmacodynamicspharmacodynamics ofdiseaseimaging
  Phrases that lowered it: evaluate theto evaluatepharmacokineticsadultsstudy to
• Number of arms: 7 (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Phase: 2 (raises risk) · Design
• Blinding: triple (raises risk) · Design
• Disease area, cancer: No (lowers risk) · Disease area
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Sponsor's past trials: 1 (lowers risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Has a data monitoring committee: No (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Maximum age: 75 (raises risk) · Who can join
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• 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.

• LIFT Study: A Safety, Tolerability, Efficacy, and Pharmacokinetics Study of TERN-101 in Subjects With Non-Cirrhotic Non-Alcoholic Steatohepatitis (NASH) NCT04328077 · started 2020 · scored riskier than 14% of active trials completed
• AVIATION Study: A Safety, Pharmacokinetics, Pharmacodynamics and Preliminary Efficacy Study of TERN-201 in Patients With Non-Cirrhotic Non-Alcoholic Steatohepatitis NCT04897594 · started 2021 · scored riskier than 15% of active trials completed
• Safety, Tolerability, and Efficacy of Monotherapy and Combination Regimens in Participants With Nonalcoholic Steatohepatitis (NASH) NCT03987074 · started 2019 · scored riskier than 62% of active trials completed
• Study of Safety and Efficacy of Tropifexor (LJN452) in Patients With Non-alcoholic Steatohepatitis (NASH) NCT02855164 · started 2016 · scored riskier than 92% of active trials terminated
• A Study of Tirzepatide (LY3298176) in Participants With Nonalcoholic Steatohepatitis (NASH) NCT04166773 · started 2019 · scored riskier than 43% 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.