A Study of TAK-659 in Combination With Venetoclax for Adult Participants With Previously Treated Non-Hodgkin Lymphoma

Model scores of the 29,894 trials active now.

Model score 13% 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 16% of the time (1,938 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 2021-08-03. 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: lymphomacelltransplantpriorstem
  Phrases that lowered it: participantstakevaluatedays beforecontaining
• Primary purpose: other (lowers risk) · Design
• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: 30.4% (raises risk) · Drug's FDA history
• Disease area, cancer: Yes (raises risk) · Disease area
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Trials the sponsor started in the prior 2 years: 9 (raises risk) · Sponsor's track record
• Maximum age: not given (raises risk) · Who can join
• Has a data monitoring committee: No (lowers risk) · Design
• Design: sequential (raises risk) · Design
• Number of arms: 3 (lowers risk) · Design
• Drug's FAERS reports marked serious: 93.5% (raises risk) · Drug's FDA history
• Sponsor's past trials: 3 (raises risk) · Sponsor's track record

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.

• A Study to Evaluate Safety, Pharmacokinetics, and Clinical Activity of Combination of RO6870810 and Venetoclax, With or Without Rituximab, in Participants With Relapsed/Refractory DLBCL and/or High-Grade B-Cell Lymphoma and/or High Grade B-Cell Lymphoma With MYC and/or BCL2 and/or BCL6 NCT03255096 · started 2017 · scored riskier than 30% of active trials completed
• A Study of TAK-659 in Adult Participants With Advanced Solid Tumor and Lymphoma Malignancies NCT02000934 · started 2013 · scored riskier than 22% of active trials completed
• A Study Evaluating the Safety, Efficacy and Pharmacokinetics of Venetoclax Combined With Chemotherapy in Participants With B-Cell Non-Hodgkin's Lymphoma (NHL) and DLBCL NCT02055820 · started 2013 · scored riskier than 30% of active trials completed
• A Study of TAK-981 Given With Rituximab in Adults With Relapsed or Refractory CD20-Positive Non-Hodgkin Lymphoma NCT04074330 · started 2019 · scored riskier than 63% of active trials terminated
• Combination of Obinutuzumab and Venetoclax in Relapsed or Refractory DLBCL NCT02987400 · started 2017 · scored riskier than 91% 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.