Enzalutamide and Niraparib in the Treatment of Metastatic Castrate-Resistant Prostate Cancer (CRPC)

Model scores of the 29,894 trials active now.

Model score 13% 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 23% of the time (1,629 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 2016-05-10. 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.

• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Responsible party: sponsor investigator (raises risk) · Design
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Drug's FAERS reports with a death: 26.0% (raises risk) · Drug's FDA history
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Has a data monitoring committee: Yes (raises risk) · Design
• Drug's FAERS reports marked serious: 63.6% (lowers risk) · Drug's FDA history
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Wording of the registration (title, summary, criteria) (lowers risk) · Wording Phrases that raised it: cancertherapysubjectpriorradiation
  Phrases that lowered it: psaprostateandrogenparticipanttestosterone
• Collaborators: 2 (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Design: single group (raises risk) · Design
• Number of arms: 1 (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Keywords listed: 5 (lowers 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.

• Cabazitaxel Versus the Switch to Alternative AR Targeted Therapy Enzalutamide or Abiraterone in Metastatic Castration-Resistant Prostate Cancer (mCRPC) Primary Resistant Patients to Abiraterone or Enzalutamide NCT02379390 · started 2015 · scored riskier than 21% of active trials terminated
• Dose-Escalation and Efficacy Study of LAE001/Prednisone Plus Afuresertib Patients With m-CRPC NCT04060394 · started 2019 · scored riskier than 41% of active trials completed
• Docetaxel Versus Cabazitaxel Post Abiraterone or Enzalutamide NCT03764540 · started 2019 · scored riskier than 56% of active trials terminated
• Biomarker Analysis of Castration-resistant Prostate Cancer Undergoing Bipolar Androgen Therapy NCT04424654 · started 2020 · scored riskier than 74% of active trials completed
• ProSTAR: A Study Evaluating CPI-1205 in Patients With Metastatic Castration Resistant Prostate Cancer NCT03480646 · started 2017 · scored riskier than 63% 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.