A Study of Efepoetin Alfa in Treating Anaemia Associated With Chronic Kidney Diseases Patient

Model scores of the 29,894 trials active now.

Model score 19% for any early termination, 4% 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 (1,463 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 2023-06-30. 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: celldlpatientscancertherapy
  Phrases that lowered it: subjectsscreeningopen labelsubjectperiod
• Accepts healthy volunteers: No (raises risk) · Who can join
• Sponsor's past termination rate: no earlier finished trials (lowers risk) · Sponsor's track record
• Phase: 3 (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Trials the sponsor started in the prior 2 years: 0 (raises risk) · Sponsor's track record
• Has a data monitoring committee: Yes (raises risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Drug's FAERS reports marked serious: 97.9% (raises risk) · Drug's FDA history
• Disease area, cancer: No (lowers risk) · Disease area
• Primary purpose: treatment (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Collaborators: 1 (raises risk) · Design
• Number of arms: 2 (raises risk) · Design
• Drug's FAERS reports in the prior 12 months: 512 (raises risk) · Drug's FDA history
• Drug's FAERS reports with a death: 20.4% (lowers risk) · Drug's FDA history

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.

• 4 Week Correction Study in Subjects With Anemia Associated With Chronic Kidney Disease Who Are Not Undergoing Dialysis NCT01587898 · started 2012 · scored riskier than 78% of active trials completed
• 4 Week Switch Study in Hemodialysis-dependent Subjects With Anemia Associated With Chronic Kidney Disease NCT01587924 · started 2012 · scored riskier than 54% of active trials completed
• Phase III Study of GSK1278863 in Japanese Non-dialysis (ND) and Peritoneal Dialysis (PD) Subjects With Renal Anemia NCT02791763 · started 2016 · scored riskier than 33% of active trials completed
• Study to Evaluate the Safety and Efficacy of GSK1278863 in Recombinant Human Erythropoietin (rhEPO) Hyporesponsive Hemodialysis-dependent Chronic Kidney Disease Subjects With Anemia NCT02075463 · started 2014 · scored riskier than 49% of active trials terminated
• A Study to Evaluate Safety and Efficacy of GSK1278863 in Non-Dialysis Dependent (NDD) Subjects With Anemia Associated With Chronic Kidney Diseases (CKD) NCT01977573 · started 2013 · scored riskier than 66% 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.