Study to Compare the Combination of Ribociclib Plus Goserelin Acetate With Hormonal Therapy Versus Combination Chemotherapy in Premenopausal or Perimenopausal Patients With Advanced or Metastatic Breast Cancer

Model scores of the 29,894 trials active now.

Model score 22% for any early termination, 9% 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 2023-05-10. 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.

• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: metastaticchemotherapycancerintervaldisease
  Phrases that lowered it: breastlocallaboratorypositiverange
• Sponsor's past termination rate: 15.0% (raises risk) · Sponsor's track record
• Phase: 2 (raises risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Trials the sponsor started in the prior 2 years: 163 (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: parallel (raises risk) · Design
• Drug's FAERS reports with a death: 18.2% (lowers risk) · Drug's FDA history
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Sponsor's past trials: 1198 (raises risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Drug's FAERS reports in the prior 12 months: 45082 (lowers risk) · Drug's FDA history
• Drug's FAERS reports before start: 221749 (lowers risk) · Drug's FDA history
• Disease area, dermatology: Yes (raises risk) · Disease area
• Drug's FAERS reports marked serious: 83.8% (lowers risk) · Drug's FDA history
• Maximum age: 59 (lowers risk) · Who can join
• Drugs with FDA adverse-event history: 9 (raises risk) · Drug's FDA history
• Responsible party: sponsor (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.

• Study of 2 Ribociclib Doses in Combination With Aromatase Inhibitors in Women With HR+, HER2- Advanced Breast Cancer NCT03822468 · started 2019 · scored riskier than 77% of active trials completed
• Efficacy and Safety of Ribociclib in Pre- and Postmenopausal Chinese Women With HR Positive, HER2-negative, Advanced Breast Cancer. NCT03671330 · started 2018 · scored riskier than 76% of active trials completed
• Study of Efficacy and Safety of LEE011 in Postmenopausal Women With Advanced Breast Cancer NCT01958021 · started 2013 · scored riskier than 74% of active trials completed
• Study of Efficacy and Safety of LEE011 in Men and Postmenopausal Women With Advanced Breast Cancer. NCT02422615 · started 2015 · scored riskier than 41% of active trials completed
• Study of the Molecular Features of Postmenopausal Women With HR+ HER2-negative aBC on First-line Treatment With Ribociclib and Letrozole and, in Patients With a PIK3CA Mutation, on Second-line Treatment With Alpelisib Plus Fulvestrant NCT03439046 · started 2018 · scored riskier than 41% 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.