Low Dose Continuous Furosemide Effect on Cardiac Surgery Patients With Kidney Dysfunction

Model scores of the 29,894 trials active now.

Model score 19% for any early termination, 7% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 15% of the time (446 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 2022-02-28. 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: kidneycardiacinjurychronicfunction
  Phrases that lowered it: effectto moderatemild towith milddose
• Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Blinding: triple (raises risk) · Design
• Design: parallel (raises risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Responsible party: principal investigator (lowers risk) · Design
• Trials the sponsor started in the prior 2 years: 3 (raises risk) · Sponsor's track record
• Drug's FAERS reports with a death: 16.2% (lowers risk) · Drug's FDA history
• Primary purpose: prevention (lowers risk) · Design
• Disease area, cancer: No (lowers risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Drug's FAERS reports in the prior 12 months: 29471 (raises risk) · Drug's FDA history
• Number of arms: 2 (raises risk) · Design
• Sponsor type: academic or other (raises risk) · Sponsor's track record
• Disease area, cardiovascular: Yes (raises risk) · Disease area
• Drug's FAERS reports before start: 309292 (lowers risk) · Drug's FDA history
• Maximum age: 65 (lowers risk) · Who can join
• Collaborators: 0 (raises risk) · Design
• Drug's FAERS reports marked serious: 83.1% (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.

• Fenoldopam and Ketanserin for Acute Kidney Failure Prevention After Cardiac Surgery NCT00557219 · started 2008 · scored riskier than 25% of active trials terminated
• Fluid Chloride and AKI in Cardiopulmonary Bypass NCT02668952 · started 2016 · scored riskier than 91% of active trials completed
• Fenoldopam and Acute Renal Failure NCT00621790 · started 2008 · scored riskier than 89% of active trials completed
• Prevention of Acute Kidney Injury in Cardiac Surgery Patients NCT00921518 · started 2009 · scored riskier than 78% of active trials completed
• Safety and Efficacy of Low Dose Hypertonic Saline Solution and High Dose Furosemide for Congestive Heart Failure NCT01028170 · started 2009 · scored riskier than 59% 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.