Bemcentinib (BGB324) in Combination With Pembrolizumab in Patients With TNBC

Model scores of the 29,894 trials active now.

Model score 28% for any early termination, 12% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 22% of the time (1,598 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 2018-08-20. 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: ventricularbreast cancerlongqtccardiac
  Phrases that lowered it: times theaminotransferasescreeningand safetyhas history
• Phase: 2 (raises risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Drug's FAERS reports with a death: 31.4% (raises risk) · Drug's FDA history
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Disease area, dermatology: Yes (raises risk) · Disease area
• Maximum age: not given (raises risk) · Who can join
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Number of arms: 1 (raises risk) · Design
• Drug's FAERS reports marked serious: 77.2% (lowers risk) · Drug's FDA history
• Has a data monitoring committee: No (lowers risk) · Design
• Blinding: none (raises risk) · Design
• Sponsor's past trials: 0 (raises risk) · Sponsor's track record
• Collaborators: 1 (raises risk) · Design
• Keywords listed: 5 (lowers 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.

• The BURAN Study of Buparlisib in Patients With Recurrent or Metastatic HNSCC NCT04338399 · started 2020 · scored riskier than 68% of active trials completed
• Ph II Study of Pembrolizumab & Eribulin in Patients With HR+/HER2- MBC Previously Treated With Anthracyclines & Taxanes NCT03222856 · started 2017 · scored riskier than 97% of active trials completed
• A Phase II Study of Nivolumab in Combination With Cabozantinib for Metastatic Triple-negative Breast Cancer NCT03316586 · started 2017 · scored riskier than 82% of active trials completed
• Bemcentinib (BGB324) in Combination With Pembrolizumab in Patients With Advanced Non-small Cell Lung Cancer (NSCLC) NCT03184571 · started 2017 · scored riskier than 63% of active trials completed
• Safety and Efficacy of SB 11285 Alone and in Combination With Atezolizumab in Patients With Advanced Solid Tumors NCT04096638 · started 2019 · scored riskier than 36% 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.