Atezolizumab in Combination With Carboplatin Plus Pemetrexed in Chemotherapy-naïve Patients With Asymptomatic Brain Metastasis

Model scores of the 29,894 trials active now.

Model score 29% for any early termination, 11% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 26% of the time (3,728 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 2022-09-15. 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: braincellscellstemstage
  Phrases that lowered it: typeulnpsoriasisdruginsulin
• Sponsor's past termination rate: 33.3% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Disease area, cancer: Yes (raises risk) · Disease area
• Design: single group (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Minimum age: 18 (raises risk) · Who can join
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports with a death: 20.5% (lowers risk) · Drug's FDA history
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports before start: 2799 (raises risk) · Drug's FDA history
• Number of arms: 1 (raises risk) · Design
• Blinding: none (raises risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Trials the sponsor started in the prior 2 years: 4 (raises risk) · Sponsor's track record
• Collaborators: 0 (raises risk) · Design
• 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.

• Atezolizumab Plus 8 Gy Single-fraction Radiotherapy for Advanced Oligoprogressive NSCLC NCT04549428 · started 2020 · scored riskier than 77% of active trials terminated
• Chemotherapy and Atezolizumab for Patients With Extensive Stage Small Cell Lung Cancer (SCLC) With Untreated, Asymptomatic Brain Metastases NCT04610684 · started 2021 · scored riskier than 96% of active trials terminated
• Evaluating the Efficacy of Atezolizumab in Advanced Non-small Cell Lung Cancer (NSCLC) NCT03014648 · started 2017 · scored riskier than 90% of active trials completed
• Atezolizumab and Varlilumab in Combination With Radiation Therapy for NSCLC NCT04081688 · started 2019 · scored riskier than 94% of active trials terminated
• Carboplatin Plus Pemetrexed Plus Atezolizumab Plus Bevacizumab in Chemotherapy and Immunotherapy-naïve Patients With Stage IV Non-squamous Non-small Cell Lung Cancer NCT03713944 · started 2018 · scored riskier than 92% 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.