Study of KBA1412 in Participants With Advanced Solid Malignant Tumors

Model scores of the 29,894 trials active now.

Model score 16% for any early termination, 2% 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 2024-07-24. 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: solidprior totumorsmonths priorto study
  Phrases that lowered it: administrationcombinationmonotherapypdpatients
• Phase: 1 (lowers risk) · Design
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Drug's FAERS reports with a death: 22.8% (raises risk) · Drug's FDA history
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Number of arms: 3 (lowers risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports before start: 42055 (lowers risk) · Drug's FDA history
• Drug's FAERS reports in the prior 12 months: 10572 (lowers risk) · Drug's FDA history

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 Phase 1/2, Open-label, Multi-center Study of the Safety and Efficacy of Alomfilimab (KY1044) as Single Agent and in Combination With Anti-PD-L1 (Atezolizumab) in Adult Patients With Selected Advanced Malignancies NCT03829501 · started 2019 · scored riskier than 86% of active trials terminated
• A First-in-human Study of the Safety, Pharmacokinetics, Pharmacodynamics and Anti-tumor Activity of SAR439459 Monotherapy and Combination of SAR439459 and Cemiplimab in Patients With Advanced Solid Tumors NCT03192345 · started 2017 · scored riskier than 39% of active trials completed
• Dose Escalation and Expansion Study of GSK3359609 in Participants With Selected Advanced Solid Tumors (INDUCE-1) NCT02723955 · started 2016 · scored riskier than 45% of active trials completed
• First Time in Human Study of AZD8701 With or Without Durvalumab in Participants With Advanced Solid Tumours NCT04504669 · started 2020 · scored riskier than 14% of active trials completed
• A Study of XmAb®23104 in Subjects With Selected Advanced Solid Tumors (DUET-3) NCT03752398 · started 2019 · scored riskier than 29% 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.