Randomized, Double-blind, Vehicle Controlled, Repeat Dose Comparative Study in RA Patients Managed With DMARDs

Model scores of the 29,894 trials active now.

Model score 14% for any early termination, 3% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 9% of the time (238 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 2021-10-12. 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) (raises risk) · Wording Phrases that raised it: safety tolerabilitysubjectstolerability andscreeningleft
  Phrases that lowered it: patientsarthritisulnrheumatoidevaluate the
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1 (lowers risk) · Design
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Number of arms: 4 (lowers risk) · Design
• Disease area, cancer: No (lowers risk) · Disease area
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Design: sequential (lowers risk) · Design
• 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
• Blinding: double (raises risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Disease area, dermatology: Yes (raises risk) · Disease area
• Maximum age: not given (raises 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.

• First in Human Study of a Monoclonal Antibody (SOL-116) Targeting BSSL (Bile Salt-Stimulated Lipase), Single and Multiple Dose Parts NCT05576012 · started 2022 · scored riskier than 4% of active trials completed
• A Dose Escalation Study to Assess Safety, Tolerability and Pharmacokinetics of ASP2409 Following a Single Intravenous Dose in Patients With Rheumatoid Arthritis on Methotrexate NCT02171143 · started 2012 · scored riskier than 14% of active trials completed
• Comparative Study of BAT1806 to RoActemra® in Rheumatoid Arthritis Patients With Inadequate Response to Methotrexate NCT03830203 · started 2018 · scored riskier than 20% of active trials completed
• Repeat Dose Subcutaneous Rhumatoid Arthritis Efficacy Study NCT01101555 · started 2010 · scored riskier than 25% of active trials completed
• A Dose Response Study of E6011 in Participants With Rheumatoid Arthritis Inadequately Responding to Methotrexate NCT02960438 · started 2016 · scored riskier than 22% 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.