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

Model scores of the 29,894 trials active now.

Model score 18% for any early termination, 3% 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 (927 trials).

Finished trial that started 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.

Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2019-08-01. 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: small cellcell lungnsclcnon smallstage
  Phrases that lowered it: open labelmedicationstudy entryto starting12
• Design: crossover (lowers risk) · Design
• Sponsor's past termination rate: 20.5% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 3 (lowers risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Disease area, cancer: Yes (raises risk) · Disease area
• Trials the sponsor started in the prior 2 years: 42 (lowers risk) · Sponsor's track record
• Drug's FAERS reports marked serious: 94.9% (raises risk) · Drug's FDA history
• Drug's FAERS reports with a death: 22.2% (raises risk) · Drug's FDA history
• Drug's FAERS reports before start: 33699 (lowers risk) · Drug's FDA history
• Minimum age: 18 (raises risk) · Who can join
• Keywords listed: 13 (lowers risk) · Design
• Primary purpose: treatment (raises risk) · Design
• Responsible party: sponsor (lowers risk) · Design
• Blinding: none (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.

• 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 NCT02289456 · started 2015 · scored riskier than 85% of active trials completed
• A Study of Atezolizumab Plus Nab-Paclitaxel in the Treatment of Unresectable Locally Advanced or Metastatic PD-L1-Positive Triple-Negative Breast Cancer NCT04148911 · started 2019 · scored riskier than 41% 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
• Docetaxel + Plinabulin Compared to Docetaxel + Placebo in Patients With Advanced NSCLC NCT02504489 · started 2015 · scored riskier than 77% of active trials completed
• Evaluate Risk/Benefit of Nab Paclitaxel in Combination With Gemcitabine and Carboplatin Compared to Gemcitabine and Carboplatin in Triple Negative Metastatic Breast Cancer (or Metastatic Triple Negative Breast Cancer) NCT01881230 · started 2013 · scored riskier than 85% 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.