Study of LW402 Tablets in Moderate to Severe Rheumatoid Arthritis

Model scores of the 29,894 trials active now.

Model score 16% 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 16% of the time (369 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 2024-08-30. 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.

• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: randomizationscreeningantibodypositivesubjects
  Phrases that lowered it: participantevaluate theto evaluatepatients109
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Design: parallel (raises risk) · Design
• Blinding: quadruple (lowers risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Disease area, cancer: No (lowers risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Has a data monitoring committee: Yes (raises risk) · Design
• Primary purpose: treatment (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Sponsor's past trials: 0 (lowers risk) · Sponsor's track record
• Number of arms: 3 (lowers risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Maximum age: 75 (lowers risk) · Who can join
• Disease area, dermatology: Yes (raises risk) · Disease area
• 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.

• Study of Safety and Efficacy of HLX01+MTX in Patients With Rheumatoid Arthritis NCT03522415 · started 2018 · scored riskier than 51% of active trials completed
• A Randomised, Double-blind, Phase I/II Study to Evaluate the PK, PD, Safety, and Efficacy Between HLX01 and Rituximab in Patients With Moderate to Severe Rheumatoid Arthritis and Inadequate Response to Treatment With DMARDs NCT03355872 · started 2016 · scored riskier than 62% of active trials completed
• Clinical Study of Single Dose IL-6R mAb Injection in RA Patients NCT05232396 · started 2021 · scored riskier than 29% of active trials completed
• Evaluation of the Effectiveness and Safety of Two Dosing Regimens of Olokizumab (OKZ), Compared to Placebo, in Subjects With Rheumatoid Arthritis (RA) Who Are Taking Methotrexate But Have Active Disease NCT02760368 · started 2016 · scored riskier than 30% of active trials completed
• Efficacy, Pharmacokinetics, and Safety of BI 695500 in Patients With Rheumatoid Arthritis NCT01682512 · started 2012 · scored riskier than 39% of active trials terminated

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.