Dose Escalation and Expansion Study of CPO107 for Patients With Advanced CD20-positive Non-Hodgkins Lymphoma

Model scores of the 29,894 trials active now.

Model score 15% 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 2023-01-31. 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: cellradiationtherapypriorcompleted
  Phrases that lowered it: patients whoparticipantsdisorderpatients withwith advanced
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Number of arms: 3 (lowers risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Design: sequential (raises risk) · Design
• Primary purpose: treatment (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Collaborators: 0 (raises risk) · Design
• Sponsor's past trials: 1 (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 Dose Finding and Safety Study of CC-220, Alone and in Combination With an Anti-CD20 Monoclonal Antibody (mAb) in Subjects With Relapsed or Refractory Lymphomas NCT04464798 · started 2020 · scored riskier than 22% of active trials terminated
• Study to Assess Safety, Tolerability and Efficacy of MB-106 in Patients With Relapsed or Refractory B-Cell NHL or CLL NCT05360238 · started 2022 · scored riskier than 62% of active trials terminated
• Study of IPI-145 in Combination With Rituximab or Bendamustine/Rituximab in Hematologic Malignancies NCT01871675 · started 2013 · scored riskier than 72% of active trials completed
• Study of Fc-Optimized Anti-CD19 Antibody (MOR00208) to Treat Non-Hodgkin's Lymphoma (NHL) NCT01685008 · started 2013 · scored riskier than 63% 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

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.