Safety, Tolerability, and Pharmacokinetics of EVT801 in Patients With Advanced Solid Tumours

Model scores of the 29,894 trials active now.

Model score 17% for any early termination, 1% 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 (1,938 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 2024-11-22. 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: stagesubjects withto determinecancermetastatic
  Phrases that lowered it: pharmacokineticsevaluate theto evaluateeffectaccording
• Phase: 1 (lowers risk) · Design
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Has a data monitoring committee: Yes (raises risk) · Design
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Number of arms: 2 (raises risk) · Design
• Design: sequential (lowers risk) · Design
• Sponsor's past trials: 2 (raises risk) · Sponsor's track record

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.

• AZD2811 and Durvalumab (MEDI4736) Combination Therapy in Relapsed Small Cell Lung Cancer NCT04525391 · started 2020 · scored riskier than 95% of active trials terminated
• Olaparib and Bevacizumab in Relapsed Small Cell Lung Cancer Subjects NCT04939662 · started 2021 · scored riskier than 92% of active trials completed
• AZD9150 Plus Durvalumab Alone or in Combination With Chemotherapy in Patients With Advanced, Solid Tumours and in Patients With Non-Small-Cell Lung Cancer NCT03421353 · started 2018 · scored riskier than 38% of active trials completed
• Study of AZD6738 and Olaparib Combination Therapy in Relapsed Small Cell Lung Cancer Patients [SUKSES-N2] NCT03428607 · started 2018 · scored riskier than 38% of active trials completed
• NTX-301 Monotherapy in Advanced Solid Tumours and in Combination With Platinum-based Chemotherapy in Advanced Ovarian & Bladder Cancer and in Combination With Temozolomide in High-grade Glioma NCT04851834 · started 2021 · scored riskier than 71% 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.