Safety and Efficacy Study of Pembrolizumab (MK-3475) Combined With Lenvatinib (MK-7902/E7080) as First-line Intervention in Adults With Advance Melanoma (MK-7902-003/E7080-G000-312/LEAP-003)

Model scores of the 29,894 trials active now.

Model score 20% 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 16% of the time (927 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 2024-11-01. 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: breast cancertumordiseasecellmelanoma
  Phrases that lowered it: participantsparticipantmklabellung
• Sponsor's past termination rate: 17.2% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 3 (lowers risk) · Design
• Trials the sponsor started in the prior 2 years: 102 (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Drug's FAERS reports with a death: 27.0% (raises risk) · Drug's FDA history
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: parallel (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Blinding: quadruple (lowers risk) · Design
• Sponsor's past trials: 1249 (raises risk) · Sponsor's track record
• Drug's FAERS reports in the prior 12 months: 7529 (lowers risk) · Drug's FDA history
• Drug's FAERS reports marked serious: 83.1% (lowers risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Disease area, dermatology: Yes (raises risk) · Disease area
• Collaborators: 1 (raises 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.

• Safety and Efficacy Study of Pembrolizumab (MK-3475) Combined With Lenvatinib (MK-7902/E7080) as First-line Intervention in Adults With Advanced Melanoma (MK-7902-003/E7080-G000-312/LEAP-003)-China Extension Study NCT04889118 · started 2020 · scored riskier than 72% of active trials completed
• Lenvatinib Plus Pembrolizumab In Patients With Immune Checkpoint Inhibitor Naïve Metastatic Uveal Melanoma NCT05308901 · started 2022 · scored riskier than 66% of active trials terminated
• Efficacy and Safety of Lenvatinib (E7080/MK-7902) Plus Pembrolizumab (MK-3475) for Advanced Melanoma in Anti-Programmed Death-1/Programmed Death-Ligand 1 (PD-1/L1)-Exposed Participants (MK-7902-004/E7080-G000-225/LEAP-004) NCT03776136 · started 2019 · scored riskier than 78% of active trials completed
• Efficacy and Safety of Pembrolizumab in Combination With Lenvatinib in Metastatic Uveal MElanoma Patients (PLUME) NCT05282901 · started 2022 · scored riskier than 73% of active trials completed
• A Phase II a Study of Lenvatinib, a Multi-targeted Tyrosine Kinase Inhibitor, Combined With Pembrolizumab (PD-1 Inhibitor) for the Treatment of Metastatic Gastroesophageal Cancer Patients Who Have Progressed on First or Subsequent Line Therapies NCT03321630 · started 2017 · scored riskier than 89% 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.