CD8+ Memory T-Cells as Consolidative Therapy After Donor Non-myeloablative Hematopoietic Cell Transplant in Treating Patients With Leukemia or Lymphoma

Model scores of the 29,894 trials active now.

Model score 30% for any early termination, 15% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 26% of the time (3,728 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 2021-04-30. 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: donortransplantstemcancerleukemia
  Phrases that lowered it: healthysinglebodyevaluateadult
• Accepts healthy volunteers: Yes (lowers risk) · Who can join
• Sponsor's past termination rate: 100% (raises risk) · Sponsor's track record
• Phase: 2 (raises risk) · Design
• Responsible party: sponsor investigator (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Has a data monitoring committee: Yes (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports in the prior 12 months: 9559 (lowers risk) · Drug's FDA history
• Maximum age: 80 (lowers risk) · Who can join
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Number of arms: 1 (raises risk) · Design
• Drug's FAERS reports marked serious: 84.9% (lowers risk) · Drug's FDA history
• Blinding: none (raises risk) · Design
• Collaborators: 1 (raises risk) · Design
• Drug's FAERS reports before start: 59142 (lowers risk) · Drug's FDA history

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.

• Donor Peripheral Stem Cell Transplant in Treating Patients With Hematolymphoid Malignancies NCT01523223 · started 2012 · scored riskier than 99% of active trials completed
• CD34 Selected Allogeneic HCT w/ Myeloablative Conditioning Plus CD8+ Memory TCell Infusion in MDS, AL and CML NCT04151706 · started 2020 · scored riskier than 67% of active trials completed
• Efficacy and Safety of a Donor Lymphocyte Preparation Depleted of Functional Host Alloreactive T-cells (ATIR) in Patients Undergoing a Peripheral Blood Stem Cell Transplant From a Related, Haploidentical Donor NCT00967343 · started 2009 · scored riskier than 86% of active trials terminated
• Planned Donor Lymphocyte Infusion (DLI) After Allogeneic Stem Cell Transplantation (SCT) NCT01518153 · started 2012 · scored riskier than 88% of active trials terminated
• High Dose Cyclophosphamide, Tacrolimus, and Mycophenolate Mofetil in Preventing Graft Versus Host Disease in Patients With Hematological Malignancies Undergoing Myeloablative or Reduced Intensity Donor Stem Cell Transplant NCT03128359 · started 2017 · scored riskier than 90% 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.