Apalutamide and Leuprolide in Intermediate and High-risk Prostate Cancer

Model scores of the 29,894 trials active now.

Model score 27% for any early termination, 18% 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 2020-04-29. 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: cancersubjectto determinerandomizationpurpose of
  Phrases that lowered it: the studytopicalaminotransferasemaleblood pressure
• Sponsor's past termination rate: 24.8% (raises risk) · Sponsor's track record
• Phase: 2 (raises risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Disease area, cancer: Yes (raises risk) · Disease area
• Has a data monitoring committee: Yes (raises risk) · Design
• Drug's FAERS reports marked serious: 61.4% (lowers risk) · Drug's FDA history
• Trials the sponsor started in the prior 2 years: 41 (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: 17.8% (lowers risk) · Drug's FDA history
• Sponsor type: academic or other (raises 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
• Sponsor's past trials: 153 (lowers risk) · Sponsor's track record
• Responsible party: principal investigator (lowers risk) · Design
• Design: single group (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Blinding: none (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.

• Neoadjuvant And Adjuvant Abiraterone Acetate + Apalutamide Prostate Cancer Undergoing Prostatectomy NCT02903368 · started 2016 · scored riskier than 73% of active trials completed
• Apalutamide and Gonadotropin-Releasing Hormone Analog With or Without Abiraterone Acetate in Treating Participants With Prostate Cancer NCT03279250 · started 2017 · scored riskier than 86% of active trials completed
• Active Surveillance With or Without Apalutamide Treatment in Low Risk Prostate Cancer NCT03088124 · started 2017 · scored riskier than 99% of active trials completed
• Abiraterone Acetate Plus LHRH Agonist and Abiraterone Acetate Plus LHRH Agonist and Enzalutamide NCT01946165 · started 2013 · scored riskier than 90% of active trials completed
• Conventional Androgen Deprivation Therapy (ADT) With or Without Abiraterone Acetate + Prednisone and Apalutamide Following a Detectable PSA After Radiation and ADT NCT03777982 · started 2020 · scored riskier than 60% of active trials terminated

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.