Study of Efficacy and Safety of Novel Spartalizumab Combinations in Patients With Previously Treated Unresectable or Metastatic Melanoma

Model scores of the 29,894 trials active now.

Model score 19% for any early termination, 5% 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 2022-12-30. 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.

• Sponsor's past termination rate: 14.6% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: metastaticmelanomatumortherapyprior
  Phrases that lowered it: singleopenthe efficacyand safetysequence
• Phase: 2 (raises risk) · Design
• Drug's FAERS reports marked serious: 51.3% (lowers risk) · Drug's FDA history
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: parallel (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 156 (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: 5.6% (lowers risk) · Drug's FDA history
• Has a data monitoring committee: Yes (raises risk) · Design
• Sponsor's past trials: 1147 (raises risk) · Sponsor's track record
• Keywords listed: 16 (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Disease area, dermatology: Yes (raises risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Number of arms: 5 (lowers risk) · Design
• Drugs with FDA adverse-event history: 6 (lowers risk) · Drug's FDA history
• Maximum age: not given (raises risk) · Who can join

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 Comparing 3 Study Medicines (Encorafenib, Binimetinib, Pembrolizumab) to 2 Study Medicines (Ipilimumab and Nivolumab) in Patients With Advanced Melanoma NCT05926960 · started 2023 · scored riskier than 85% of active trials terminated
• Evaluating the Efficacy and Safety of a Sequencing Schedule of Cobimetinib Plus Vemurafenib Followed by Immunotherapy With an Anti- PD-L1 Antibody in Patients With Unresectable or Metastatic BRAF V600 Mutant Melanoma NCT02902029 · started 2016 · scored riskier than 74% of active trials completed
• A Study of the Safety and Efficacy of Pembrolizumab (MK-3475) in Combination With Trametinib and Dabrafenib in Participants With Advanced Melanoma (MK-3475-022/KEYNOTE-022) NCT02130466 · started 2014 · scored riskier than 65% of active trials completed
• Study of Combination Therapy With INCMGA00012 (Anti-PD-1), INCAGN02385 (Anti-LAG-3), and INCAGN02390 (Anti-TIM-3) in Participants With Select Advanced Malignancies NCT04370704 · started 2020 · scored riskier than 71% of active trials completed
• Encorafenib + Binimetinib + Pembrolizumab in Patients With Unresectable or Metastatic BRAF V600 Mutant Melanoma NCT02902042 · started 2018 · scored riskier than 97% 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.