Phase I Dose-Escalation Study of AZD4785 in Patients With Advanced Solid Tumours

Model scores of the 29,894 trials active now.

Model score 13% 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 2019-01-08. 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.

• Phase: 1 (lowers risk) · Design
• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: nsclccell lunglung cancersmall cellnon small
  Phrases that lowered it: investigatelabelmaleopenpharmacokinetics
• Accepts healthy volunteers: No (raises risk) · Who can join
• Maximum age: 130 (lowers risk) · Who can join
• Sponsor's past trials: 1437 (raises risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: single group (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 131 (lowers risk) · Sponsor's track record
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Has a data monitoring committee: No (lowers risk) · Design
• Number of arms: 1 (raises risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Disease area, respiratory: Yes (raises risk) · Disease area

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 I/IIa Study to Investigate the Safety, Tolerability, Pharmacokinetics, and Efficacy of AZD0022 as Monotherapy and in Combination With Anti-cancer Agents in Adult Participants With Tumours Harbouring a KRASG12D Mutation NCT06599502 · started 2024 · scored riskier than 37% of active trials terminated
• A Phase I Study of Safety, Tolerability, and PK of AZD2811 in Patients With Advanced Solid Tumors. NCT02579226 · started 2015 · scored riskier than 24% 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
• A Phase I/Ib Study of MEK162, a MEK Inhibitor, in Combination With Carboplatin and Pemetrexed in Patients With Non-squamous Carcinoma of the Lung NCT02185690 · started 2017 · scored riskier than 95% 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

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.