Brentuximab Vedotin + Rituximab as Frontline Therapy for Pts w/ CD30+ and/or EBV+ Lymphomas

Model scores of the 29,894 trials active now.

Model score 28% for any early termination, 17% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 26% of the time (851 trials).

Finished trial that started 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2018-12-31. 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: lymphomarituximabpatients mustwith chronicprior
  Phrases that lowered it: aminotransferasechildevaluatefemalebi
• Sponsor's past termination rate: 19.4% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1/2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 86 (lowers risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Has a data monitoring committee: Yes (raises risk) · Design
• Drug's FAERS reports with a death: 26.3% (raises risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor's past trials: 216 (lowers risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 96.4% (raises risk) · Drug's FDA history
• Number of arms: 1 (raises risk) · Design
• Collaborators: 1 (raises risk) · Design
• Responsible party: principal investigator (lowers risk) · Design
• Drug's FAERS reports in the prior 12 months: 5218 (lowers risk) · Drug's FDA history
• Blinding: none (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.

• Brentuximab Vedotin in Patients With Relapsed or Refractory EBV-and CD30-positive Lymphomas NCT02388490 · started 2016 · scored riskier than 56% of active trials completed
• Brentuximab Vedotin and Chemotherapy in CD30+ PMBL, Diffuse Large B-Cell, and Grey Zone Lymphoma Patients NCT01994850 · started 2013 · scored riskier than 95% of active trials completed
• Trial of Bendamustine, Bortezomib, and Rituximab in Patients With Previously Untreated Low Grade Lymphoma NCT01029730 · started 2010 · scored riskier than 73% of active trials completed
• A Phase II Study of Single Agent Brentuximab Vedotin in Relapsed/Refractory CD30 Low (<10%) Mature T Cell Lymphoma (TCL) NCT02588651 · started 2016 · scored riskier than 98% of active trials completed
• Brentuximab Vedotin and Bendamustine for the Treatment of Hodgkin Lymphoma and Anaplastic Large Cell Lymphoma (ALCL) NCT01657331 · started 2012 · scored riskier than 98% 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.