Safety, Tolerability, and Anti-Tumor Activity of AFM24 in Combination With SNK01 in Subjects With Advanced/Metastatic EGFR-Expressing Cancers

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 29% of the time (655 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 2023-09-21. 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.

• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: metastaticsubjects within subjectscellscancer
  Phrases that lowered it: open labelreceivedevaluatesafetyaccording
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1/2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Keywords listed: 18 (raises risk) · Design
• Number of arms: 4 (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• 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
• Collaborators: 1 (raises risk) · Design
• Sponsor's past trials: 1 (raises risk) · Sponsor's track record
• Has a data monitoring committee: No (lowers risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Blinding: none (raises risk) · Design
• Design: sequential (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.

• Study to Assess AFM24 in Advanced Solid Cancers NCT04259450 · started 2020 · scored riskier than 83% of active trials terminated
• Phase I Study of Enadenotucirev and PD-1 Inhibitor in Subjects With Metastatic or Advanced Epithelial Tumors NCT02636036 · started 2016 · scored riskier than 59% of active trials completed
• Study of DF9001 in Patients With Advanced Solid Tumors NCT05597839 · started 2022 · scored riskier than 72% of active trials completed
• Afuresertib +Sintilimab+Chemotherapy in Patients With Selected Solid Tumors That Resistance to Prior Anti-PD-1/PD-L1 NCT05383482 · started 2022 · scored riskier than 67% of active trials completed
• 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

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.