(HARMONY) Study of BLU-701 in EGFR-mutant NSCLC

Model scores of the 29,894 trials active now.

Model score 20% 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 2022-12-09. 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: cellnsclcegfrlung cancernon small
  Phrases that lowered it: patientsopen labelaminotransferasedrugevaluate the
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 1 (lowers risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 3 (raises risk) · Sponsor's track record
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: single group (raises risk) · Design
• Number of arms: 4 (lowers risk) · Design
• Drug's FAERS reports with a death: 21.5% (raises risk) · Drug's FDA history
• 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
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports marked serious: 92.4% (raises risk) · Drug's FDA history
• Sponsor's past trials: 3 (raises risk) · Sponsor's track record
• Drugs with FDA adverse-event history: 3 (lowers risk) · Drug's FDA history
• Drug's FAERS reports before start: 111928 (lowers risk) · Drug's FDA history
• Drug's FAERS reports in the prior 12 months: 16513 (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.

• (SYMPHONY) Phase 1/2 Study Targeting EGFR Resistance Mechanisms in NSCLC NCT04862780 · started 2021 · scored riskier than 68% of active trials terminated
• BPI-7711 Capsule in Patients With EGFR Mutation T790M Positive Non-small Cell Lung Cancer NCT03386955 · started 2017 · scored riskier than 63% of active trials completed
• A Phase I Study of Safety and Pharmacokinetics of Volitinib in Combination With Gefitinib in EGFR(+) NSCLC NCT02374645 · started 2015 · scored riskier than 87% of active trials completed
• EGF816 and Trametinib in Patients With Non-small Cell Lung Cancer Harboring Activating EGFR Mutations NCT03516214 · started 2018 · scored riskier than 86% of active trials completed
• Bevacizumab Combined With Double Doses of Icotinib in Advanced NSCLC Patients With EGFR L858R Mutation NCT05263947 · started 2022 · scored riskier than 51% 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.