6 Weeks Treatment of Locally Advanced Breast Cancer With BIBW 2992 (Afatinib) or Lapatinib or Trastuzumab

Model scores of the 29,894 trials active now.

Model score 16% for any early termination, 4% 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 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start. 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: her2breast canceradvancedmm3trastuzumab
  Phrases that lowered it: pharmacokineticsthe efficacyversushormonethe upper
• Phase: 2 (raises risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 5% (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 181 (lowers risk) · Sponsor's track record
• Has a data monitoring committee: not given (lowers risk) · Design
• Drug's FAERS reports with a death: 9.4% (lowers risk) · Drug's FDA history
• Design: parallel (raises risk) · Design
• Disease area, dermatology: Yes (raises risk) · Disease area
• Number of arms: 3 (lowers risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Sponsor's past trials: 80 (lowers risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 78.5% (lowers risk) · Drug's FDA history

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.

• Phase I Open Label Trial to Assess Safety of BIBW 2992 (Afatinib) in Combination With Herceptin® in Patients With HER2-positive Advanced Breast Cancer. NCT00950742 · started 2009 · scored riskier than 15% of active trials completed
• LUX-Breast 1: BIBW 2992 (Afatinib) in HER2-positive Metastatic Breast Cancer Patients After One Prior Herceptin Treatment NCT01125566 · started 2010 · scored riskier than 15% of active trials completed
• BIBW 2992 (Afatinib) and Vinorelbine NCT01531764 · started 2012 · scored riskier than 96% of active trials terminated
• LUX-Breast 2; Afatinib in HER2 (Human Epidermal Growth Factor Receptor)-Treatment Failures NCT01271725 · started 2011 · scored riskier than 51% of active trials completed
• Study To Evaluate the Efficacy and Safety Of Bevacizumab, and Associated Biomarkers, In Combination With Paclitaxel Compared With Paclitaxel Plus Placebo as First-line Treatment Of Patients With Her2-Negative Metastatic Breast Cancer NCT01663727 · started 2012 · scored riskier than 59% 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.