A Study to Evaluate Dara-CyBorD in Previously Untreated and Relapsed Subjects With Multiple Myeloma

Model scores of the 29,894 trials active now.

Model score 19% for any early termination, 10% 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 2020-08-17. 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: therapybonepriorof studyrelapsed
  Phrases that lowered it: multiplemyelomasubjectsmoderateasthma
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 5 (raises risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Drug's FAERS reports with a death: 23.2% (raises risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Has a data monitoring committee: No (lowers risk) · Design
• Number of arms: 1 (raises risk) · Design
• Primary purpose: treatment (raises risk) · Design
• Sponsor's past trials: 11 (raises risk) · Sponsor's track record
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports before start: 170256 (lowers risk) · Drug's FDA history
• Collaborators: 0 (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.

• An Efficacy and Safety Study of Daratumumab in Patients With Multiple Myeloma Who Have Received at Least 3 Prior Lines of Therapy (Including a Proteasome Inhibitor [PI] and Immunomodulatory Drug [IMiD]) or Are Double Refractory to a PI and an IMiD NCT01985126 · started 2013 · scored riskier than 24% of active trials completed
• A Study to Evaluate Daratumumab in Transplant Eligible Participants With Previously Untreated Multiple Myeloma NCT02541383 · started 2015 · scored riskier than 51% of active trials completed
• Study Comparing Daratumumab, Lenalidomide, and Dexamethasone With Lenalidomide and Dexamethasone in Participants With Previously Untreated Multiple Myeloma NCT02252172 · started 2015 · scored riskier than 27% of active trials completed
• A Study of Daratumumab With the Addition of Recombinant Human Hyaluronidase (rHuPH20) for the Treatment of Participants With Relapsed or Refractory Multiple Myeloma NCT02519452 · started 2015 · scored riskier than 18% of active trials completed
• A Study of Combination of Daratumumab and Velcade (Bortezomib) Melphalan-Prednisone (DVMP) Compared to Velcade Melphalan-Prednisone (VMP) in Participants With Previously Untreated Multiple Myeloma NCT02195479 · started 2014 · scored riskier than 27% 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.