Efficacy and Safety of the Proposed Biosimilar Pertuzumab (PERT-IJS) Versus EU-Perjeta® Along With Trastuzumab and Chemotherapy (Carboplatin and Docetaxel) as Neoadjuvant Treatment in Chemotherapy naïve Patients With Early Stage or Locally Advanced HR Negative and HER2 Positive Breast Cancer

Model scores of the 29,894 trials active now.

Model score 15% for any early termination, 3% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 10% of the time (1,463 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 2025-12-23. 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: heartventricularrandomizationbreast cancerinfarction
  Phrases that lowered it: and safetyefficacy andpatientssafety ofthe efficacy
• Phase: 3 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Maximum age: 99 (lowers risk) · Who can join
• Drug's FAERS reports with a death: 13.1% (lowers risk) · Drug's FDA history
• Design: parallel (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Sponsor's past trials: 3 (raises risk) · Sponsor's track record
• Disease area, cancer: No (lowers risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Drug's FAERS reports before start: 294777 (lowers risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports marked serious: 85.3% (lowers risk) · Drug's FDA history
• Number of arms: 2 (raises risk) · Design
• Blinding: double (raises risk) · Design
• Drug's FAERS reports in the prior 12 months: 34716 (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.

• A Study to Evaluate the Pharmacokinetics, Efficacy, and Safety of Subcutaneous Administration of the Fixed-Dose Combination of Pertuzumab and Trastuzumab in Combination With Chemotherapy in Participants With HER2-Positive Early Breast Cancer NCT03493854 · started 2018 · scored riskier than 15% of active trials completed
• De-escalation Adjuvant Chemo in HER2+/ER-/node-neg Early BC Patients Who Achieved PCR After Neoadjuvant Chemo & Dual HER2 Blockade NCT04675827 · started 2022 · scored riskier than 80% of active trials terminated
• A Study to Evaluate Patient Preference and Satisfaction of Subcutaneous Administration of the Fixed-Dose Combination of Pertuzumab and Trastuzumab in Participants With HER2-Positive Early Breast Cancer NCT03674112 · started 2018 · scored riskier than 52% of active trials completed
• A Study of Trastuzumab Emtansine (Kadcyla) Plus Pertuzumab (Perjeta) Following Anthracyclines in Comparison With Trastuzumab (Herceptin) Plus Pertuzumab and a Taxane Following Anthracyclines as Adjuvant Therapy in Participants With Operable HER2-Positive Primary Breast Cancer NCT01966471 · started 2014 · scored riskier than 18% of active trials completed
• Comparison of Neoadjuvant Chemotherapy With Weekly Paclitaxel or Eribulin Followed by A/C in Women With Locally Advanced HER2-Negative Breast Cancer NCT01705691 · started 2012 · scored riskier than 98% 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.