An Efficacy and Safety Study of BG00011 in Participants With Idiopathic Pulmonary Fibrosis

Model scores of the 29,894 trials active now.

Model score 27% 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 10% of the time (528 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 2019-11-14. 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: to assesssubjectplaceboassess therandomization
  Phrases that lowered it: participantsevaluate theto evaluatethe efficacyand safety
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: 17.3% (raises risk) · Sponsor's track record
• Minimum age: 40 (lowers risk) · Who can join
• Has a data monitoring committee: Yes (raises risk) · Design
• Design: parallel (raises risk) · Design
• Blinding: quadruple (lowers risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Trials the sponsor started in the prior 2 years: 37 (lowers risk) · Sponsor's track record
• Phase: 2 (raises risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Disease area, cancer: No (lowers risk) · Disease area
• Primary purpose: treatment (raises risk) · Design
• Disease area, respiratory: Yes (raises risk) · Disease area
• Drug's FAERS reports in the prior 12 months: 0 (raises risk) · Drug's FDA history
• Number of arms: 2 (raises risk) · Design
• Drug's FAERS reports before start: 0 (raises 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.

• A Study to Evaluate the Efficacy and Safety of GSK3915393 in Participants With Idiopathic Pulmonary Fibrosis (IPF) NCT06317285 · started 2024 · scored riskier than 79% of active trials terminated
• A 2-Part, Phase 2 Open-label and Crossover Study of Belumosudil for Treatment of Idiopathic Pulmonary Fibrosis NCT02688647 · started 2016 · scored riskier than 77% of active trials completed
• A Clinical Study to Test How Effective and Safe GLPG1205 is for Participants With Idiopathic Pulmonary Fibrosis (IPF) NCT03725852 · started 2018 · scored riskier than 45% of active trials completed
• A Trial to Evaluate the Efficacy of PRM-151 in Subjects With Idiopathic Pulmonary Fibrosis (IPF) NCT02550873 · started 2015 · scored riskier than 64% of active trials completed
• Study to Evaluate the Safety and Tolerability of GBT440 Administered to Subjects With IPF NCT02846324 · started 2016 · scored riskier than 16% 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.