A Study of IMM-101 in Combination With Checkpoint Inhibitor Therapy in Advanced Melanoma

Model scores of the 29,894 trials active now.

Model score 27% for any early termination, 6% 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 2021-12-02. 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: melanomametastaticmetastasesadvancedpatient
  Phrases that lowered it: visitto participateefficacyparticipate incombination
• Sponsor's past termination rate: 25% (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
• Drug's FAERS reports with a death: 28.7% (raises risk) · Drug's FDA history
• Design: single group (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• 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: 14362 (lowers risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Has a data monitoring committee: No (lowers risk) · Design
• Collaborators: 0 (raises risk) · Design
• Blinding: none (raises risk) · Design
• 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.

• 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
• Nivolumab Combined With Ipilimumab Followed by Nivolumab Monotherapy as First-Line Treatment for Patients With Advanced Melanoma NCT02599402 · started 2015 · scored riskier than 64% of active trials completed
• Safety of Intranodal ECI-006 in Melanoma Patients NCT03394937 · started 2017 · scored riskier than 56% of active trials terminated
• Study of Nivolumab (BMS-936558) Plus Ipilimumab Compared With Ipilimumab Alone in the Treatment of Previously Untreated, Unresectable, or Metastatic Melanoma NCT01927419 · started 2013 · scored riskier than 85% of active trials completed
• Phase 3 Study of Nivolumab or Nivolumab Plus Ipilimumab Versus Ipilimumab Alone in Previously Untreated Advanced Melanoma (CheckMate 067) NCT01844505 · started 2013 · scored riskier than 26% 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.