M7824 in Patients With Metastatic Colorectal Cancer or With Advanced Solid Tumors With Microsatellite Instability

Model scores of the 29,894 trials active now.

Model score 32% for any early termination, 8% 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 (851 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 2023-08-08. 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: subjects withtransplanttumortransplantationcell
  Phrases that lowered it: influenzacolorectal cancerinactivatedtype diabetesasthma
• Sponsor's past termination rate: 27.7% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1/2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: single group (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 227 (raises risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Sponsor's past trials: 718 (raises risk) · Sponsor's track record
• Number of arms: 1 (raises risk) · Design
• Collaborators: 1 (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Keywords listed: 7 (lowers 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 Clinical Trial of Durvalumab and Tremelimumab, Administered With Radiation Therapy or Ablation in Patients With Colorectal Cancer NCT03122509 · started 2017 · scored riskier than 65% of active trials completed
• NIVOLUMAB Plus IPILIMUMAB and TEMOZOLOMIDE in Microsatellite Stable, MGMT Silenced Metastatic Colorectal Cancer NCT03832621 · started 2019 · scored riskier than 74% of active trials completed
• Study of Durvalumab and Tremelimumab After Radiation for Microsatellite Stable Metastatic Colorectal Cancer Progressing on Chemotherapy NCT03007407 · started 2017 · scored riskier than 99% of active trials completed
• Assess the Efficacy of Pembrolizumab Plus Radiotherapy or Ablation in Metastatic Colorectal Cancer Patients NCT02437071 · started 2015 · scored riskier than 49% of active trials completed
• A Safety, Tolerability and Efficacy Study of NC410 Plus Pembrolizumab in Participants With Advanced Unresectable or Metastatic Solid Tumors NCT05572684 · started 2022 · scored riskier than 37% of active trials terminated

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.