Efficacy and Safety of Pembrolizumab in Combination With Lenvatinib in Metastatic Uveal MElanoma Patients (PLUME)

Model scores of the 29,894 trials active now.

Model score 21% for any early termination, 7% 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 (3,728 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 2026-07-09. 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: melanomametastaticsurgerycancerfirst dose
  Phrases that lowered it: participantsparticipantinfluenzaand safetyefficacy and
• Sponsor's past termination rate: 15% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: single group (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Disease area, dermatology: Yes (raises risk) · Disease area
• Drug's FAERS reports in the prior 12 months: 14776 (lowers risk) · Drug's FDA history
• Trials the sponsor started in the prior 2 years: 23 (lowers risk) · Sponsor's track record
• Drug's FAERS reports before start: 57696 (lowers risk) · Drug's FDA history
• Maximum age: not given (raises risk) · Who can join
• Collaborators: 1 (raises risk) · Design
• Drug's FAERS reports with a death: 21.0% (lowers risk) · Drug's FDA history
• Blinding: none (raises risk) · Design
• Drug's FAERS reports marked serious: 83.8% (lowers risk) · Drug's FDA history
• Number of arms: 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.

• Lenvatinib Plus Pembrolizumab In Patients With Immune Checkpoint Inhibitor Naïve Metastatic Uveal Melanoma NCT05308901 · started 2022 · scored riskier than 66% of active trials terminated
• Pembrolizumab and Lenvatinib in Patients With Brain Metastases From Melanoma or Renal Cell Carcinoma NCT04955743 · started 2022 · scored riskier than 68% of active trials terminated
• Overcoming Primary Resistance to Immunotherapy in Metastatic Melanoma NCT05304546 · started 2023 · scored riskier than 66% of active trials completed
• 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) NCT03820986 · started 2019 · scored riskier than 69% of active trials completed
• 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

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.