SFX-01 in the Treatment and Evaluation of Metastatic Breast Cancer

Model scores of the 29,894 trials active now.

Model score 23% for any early termination, 12% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 22% of the time (1,598 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 2019-03-31. 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: breast cancermetastaticher2patients mustentry
  Phrases that lowered it: diseasesmalefemalelesionsendocrine
• Phase: 2 (raises risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Drug's FAERS reports with a death: 11.5% (lowers risk) · Drug's FDA history
• Number of arms: 3 (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Sponsor's past trials: 2 (raises risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 76.7% (lowers risk) · Drug's FDA history
• Disease area, dermatology: Yes (raises risk) · Disease area
• Has a data monitoring committee: No (lowers risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Collaborators: 1 (raises risk) · Design
• 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.

• AZD4547 & Anastrozole or Letrozole (NSAIs) in ER+ Breast Cancer Patients Who Have Progressed on NSAIs (RADICAL) NCT01791985 · started 2012 · scored riskier than 90% of active trials completed
• A Randomized Study of AZD2014 in Combination With Fulvestrant in Metastatic or Advanced Breast Cancer NCT02216786 · started 2014 · scored riskier than 80% of active trials completed
• Phase III Palbociclib With Endocrine Therapy vs. Capecitabine in HR+/HER2- MBC With Resistance to Aromatase Inhibitors NCT02028507 · started 2014 · scored riskier than 86% of active trials completed
• This Study in Patients With Different Types of Cancer (Solid Tumours) Aims to Find a Safe Dose of Xentuzumab in Combination With Abemaciclib With or Without Hormonal Therapies. The Study Also Tests How Effective These Medicines Are in Patients With Lung and Breast Cancer NCT03099174 · started 2017 · scored riskier than 30% of active trials completed
• Efficacy & Safety Evaluation of Enobosarm in Combo With Abemaciclib in Treatment of ER+HER2- Metastatic Breast Cancer NCT05065411 · started 2022 · scored riskier than 58% 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.