Akt Inhibitor MK2206, Bendamustine Hydrochloride, and Rituximab in Treating Patients With Relapsed Chronic Lymphocytic Leukemia or Small Lymphocytic Lymphoma

Model scores of the 29,894 trials active now.

Model score 22% 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 30% of the time (96 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 2014-02-28. 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: leukemiaventricularqtccellsmall
  Phrases that lowered it: lymphomahepatitispositiverituximabpatients
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 10.8% (raises risk) · Sponsor's track record
• Phase: 1/2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: single group (raises risk) · Design
• Drug's FAERS reports marked serious: 97.3% (raises risk) · Drug's FDA history
• Sponsor's past trials: 538 (lowers risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 301 (raises risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Drug's FAERS reports with a death: 23.3% (raises risk) · Drug's FDA history
• Collaborators: 0 (raises risk) · Design
• Number of arms: 1 (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Disease area, neurology: No (lowers risk) · Disease area

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.

• Pembrolizumab Alone or With Idelalisib or Ibrutinib in Treating Patients With Relapsed or Refractory Chronic Lymphocytic Leukemia or Other Low-Grade B-Cell Non-Hodgkin Lymphomas NCT02332980 · started 2015 · scored riskier than 70% of active trials completed
• Entospletinib and Obinutuzumab in Treating Patients With Relapsed Chronic Lymphocytic Leukemia, Small Lymphocytic Lymphoma, or Non-Hodgkin Lymphoma NCT03010358 · started 2017 · scored riskier than 74% of active trials completed
• Ofatumumab, Pentostatin, and Cyclophosphamide in Treating Patients With Untreated Chronic Lymphocytic Leukemia or Small Lymphocytic Lymphoma NCT01024010 · started 2010 · scored riskier than 56% of active trials completed
• Panobinostat and Everolimus in Treating Patients With Recurrent Multiple Myeloma, Non-Hodgkin Lymphoma, or Hodgkin Lymphoma NCT00918333 · started 2009 · scored riskier than 90% of active trials completed
• Pentostatin, Cyclophosphamide, and Rituximab With or Without Bevacizumab in Treating Patients With B-Cell Chronic Lymphocytic Leukemia or Small Lymphocytic Lymphoma NCT00816595 · started 2009 · scored riskier than 95% 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.