A Study Evaluating the Safety and Pharmacokinetics of Atezolizumab Administered in Combination With Hu5F9-G4 to Patients With Relapsed and/or Refractory Acute Myeloid Leukemia

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 2020-11-03. 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: transplantstemin combinationcombination withcell
  Phrases that lowered it: pharmacokineticsscreeningpatients withopen labelbody
• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Has a data monitoring committee: not given (lowers risk) · Design
• Sponsor's past termination rate: 9.4% (raises risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 117 (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: 23.2% (raises risk) · Drug's FDA history
• Design: single group (raises risk) · Design
• Sponsor's past trials: 1101 (raises risk) · Sponsor's track record
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Number of arms: 1 (raises risk) · Design
• Responsible party: sponsor (lowers risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports marked serious: 91.8% (raises 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.

• A Study Evaluating the Safety and Pharmacology of Atezolizumab Administered in Combination With Immunomodulatory Agents in Participants With Acute Myeloid Leukemia (AML) NCT02892318 · started 2016 · scored riskier than 21% of active trials completed
• First-in-Human Study of FLX925 in Subjects With Relapsed or Refractory Acute Myeloid Leukemia NCT02335814 · started 2015 · scored riskier than 49% of active trials terminated
• Efficacy Study for AC220 to Treat Acute Myeloid Leukemia (AML) NCT00989261 · started 2009 · scored riskier than 67% of active trials completed
• A Study of PLX2853 in Relapsed or Refractory Acute Myeloid Leukemia or High Risk Myelodysplastic Syndrome NCT03787498 · started 2019 · scored riskier than 66% of active trials completed
• A Phase 1 Study With LYT-200 in Patients With Relapsed/Refractory Acute Myeloid Leukemia (AML), or With Relapsed/Refractory, High-risk Myelodysplastic Syndrome (MDS) NCT05829226 · started 2022 · scored riskier than 69% 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.