Azacitidine With Rituximab, Vincristine, and Cyclophosphamide in Refractory Lymphoma

Model scores of the 29,894 trials active now.

Model score 18% for any early termination, 7% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 23% of the time (1,629 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 2012-11-30. 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: patients musttumorscancerentrymelanoma
  Phrases that lowered it: trialtimesaminotransferaselymphomarange
• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Drug's FAERS reports with a death: 24.7% (raises risk) · Drug's FDA history
• Responsible party: sponsor investigator (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 95.1% (raises risk) · Drug's FDA history
• Number of arms: 1 (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Allocation: not applicable (raises risk) · Design
• Sponsor's past trials: 0 (raises risk) · Sponsor's track record
• Collaborators: 1 (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.

• Phase I/II Trial of R-CHOP + Azacytidine in Diffuse Large B Cell Lymphoma NCT01004991 · started 2010 · scored riskier than 99% of active trials completed
• Romidepsin Plus Oral 5-Azacitidine in Relapsed/Refractory Lymphoid Malignancies NCT01998035 · started 2013 · scored riskier than 96% of active trials terminated
• Oral Azacitidine Plus Salvage Chemotherapy in Relapsed/Refractory Diffuse Large B Cell Lymphoma NCT03450343 · started 2019 · scored riskier than 53% 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
• Escalating Doses of Torisel in Combination With Three Chemotherapies Regimens: R-CHOP, R-FC or R-DHA for Patients With Relapsed/Refractory Mantle Cell Lymphoma (MCL). NCT01389427 · started 2011 · scored riskier than 79% 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.