Neratinib and Capmatinib Combination (Phase Ib/II) in Metastatic Breast Cancer and Inflammatory Breast Cancer Patients With Abnormal HER-family and c-Met Pathway Activity as Measured by the CELsignia Signaling Analysis Test

Model scores of the 29,894 trials active now.

Model score 22% for any early termination, 8% 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 (851 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 2024-11-19. 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: metastaticbreast cancerher2therapysubject
  Phrases that lowered it: participantsmoderatepatients whopatients withmale
• Sponsor's past termination rate: 25.9% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1/2 (raises risk) · Design
• Collaborators: 3 (lowers risk) · Design
• Drug's FAERS reports marked serious: 54.8% (lowers risk) · Drug's FDA history
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: single group (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 194 (lowers risk) · Sponsor's track record
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Drug's FAERS reports with a death: 19.0% (lowers risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Disease area, dermatology: Yes (raises risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Sponsor's past trials: 1069 (raises risk) · Sponsor's track record
• Drug's FAERS reports before start: 3184 (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.

• Ph II Study of Pembrolizumab & Eribulin in Patients With HR+/HER2- MBC Previously Treated With Anthracyclines & Taxanes NCT03222856 · started 2017 · scored riskier than 97% of active trials completed
• Phase Ib/II Trial of coPANlisib in Combination With Trastuzumab in HER2-positive Breast Cancer. (Panther Study) NCT02705859 · started 2016 · scored riskier than 54% of active trials completed
• Trial to Evaluate Efficacy and Safety of Pembrolizumab and Gemcitabine in HER2-negative ABC NCT03025880 · started 2017 · scored riskier than 80% of active trials completed
• Ipatasertib + Pertuzumab +Trastuzumab in Advanced HER2+ PI3KCA-mutant Breast Cancer Patients NCT04253561 · started 2020 · scored riskier than 58% of active trials completed
• Grapiprant and Eribulin for the Treatment of Metastatic Inflammatory Breast Cancer NCT05041101 · started 2021 · scored riskier than 85% 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.