Phase II Safety and Tolerability Trial With Nab-Paclitaxel Plus Carboplatin Followed by Nab-Paclitaxel for First Line Treatment of NSCLC Subjects With ECOG PS 2

Model scores of the 29,894 trials active now.

Model score 24% for any early termination, 6% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 22% of the time (1,598 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 2017-02-22. 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: subject haschemotherapycancermetastaticradiation
  Phrases that lowered it: solidbreasthumansigningopen label
• Sponsor's past termination rate: 18.5% (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
• Has a data monitoring committee: Yes (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 47 (lowers risk) · Sponsor's track record
• Design: single group (raises risk) · Design
• Drug's FAERS reports marked serious: 95.2% (raises risk) · Drug's FDA history
• Drug's FAERS reports with a death: 22.8% (raises risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports in the prior 12 months: 7236 (lowers risk) · Drug's FDA history
• Maximum age: not given (raises risk) · Who can join
• Number of arms: 1 (raises risk) · Design
• Keywords listed: 7 (lowers risk) · Design
• Disease area, respiratory: Yes (raises risk) · Disease area
• Drug's FAERS reports before start: 41864 (lowers risk) · Drug's FDA history
• Collaborators: 0 (raises 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.

• Safety and Efficacy Study of Abraxane as Maintenance Treatment After Abraxane Plus Carboplatin in 1st Line Stage IIIB / IV Squamous Cell Non-small Cell Lung Cancer NCT02027428 · started 2014 · scored riskier than 58% of active trials completed
• Alectinib in Combination With Bevacizumab in ALK Positive NSCLC NCT03779191 · started 2020 · scored riskier than 72% of active trials completed
• Safety and Efficacy Study of Nab®-Paclitaxel With CC-486 or Nab®-Paclitaxel With Durvalumab, and Nab®-Paclitaxel Monotherapy as Second/Third-line Treatment for Advanced Non-small Cell Lung Cancer NCT02250326 · started 2015 · scored riskier than 94% of active trials completed
• Safety Study of Nivolumab With Nab-Paclitaxel Plus or Minus Gemcitabine in Pancreatic Cancer, Nab-Paclitaxel / Carboplatin in Stage IIIB/IV Non-Small Cell Lung Cancer or Nab-Paclitaxel in Recurrent Metastatic Breast Cancer NCT02309177 · started 2015 · scored riskier than 87% of active trials completed
• Nogapendekin Alfa Inbakicept for Advanced Non-Small Cell Lung Cancer NCT03520686 · started 2018 · scored riskier than 80% 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.