A Study to Evaluate Efficacy and Safety of QPI-1002 for Prevention of Acute Kidney Injury Following Cardiac Surgery

Model scores of the 29,894 trials active now.

Model score 30% 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 17% of the time (192 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 2018-04-30. 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: surgerylivercreatininerequiringdl
  Phrases that lowered it: evaluatescreeningsingleparticipantswill receive
• Sponsor's past termination rate: 22.2% (raises risk) · Sponsor's track record
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 2 (raises risk) · Design
• Primary purpose: prevention (lowers risk) · Design
• Has a data monitoring committee: Yes (raises risk) · Design
• Blinding: quadruple (lowers risk) · Design
• Minimum age: 45 (lowers risk) · Who can join
• Disease area, cancer: No (lowers risk) · Disease area
• Design: parallel (raises risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Number of arms: 2 (raises risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Sponsor's past trials: 9 (lowers risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 1 (raises risk) · Sponsor's track record
• Collaborators: 0 (raises risk) · Design
• Maximum age: not given (raises risk) · Who can join
• Drug's FAERS reports in the prior 12 months: 0 (raises 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.

• A Study of THR-184 in Patients at Risk of Developing Cardiac Surgery Associated-Acute Kidney Injury (CSA-AKI) NCT01830920 · started 2013 · scored riskier than 82% of active trials completed
• QPI-1002 Phase 3 for Prevention of Major Adverse Kidney Events (MAKE) in Subjects at High Risk for AKI Following Cardiac Surgery NCT03510897 · started 2018 · scored riskier than 57% of active trials terminated
• A Dose Escalation and Safety Study of I5NP to Prevent Acute Kidney Injury (AKI) in Patients at High Risk of AKI Undergoing Major Cardiovascular Surgery (QRK.004) NCT00683553 · started 2008 · scored riskier than 96% of active trials terminated
• A Safety and Efficacy Trial of Multiple Dosing Regimens of ABT-719 for the Prevention of Acute Kidney Injury in Subjects Undergoing High Risk Cardiac Surgery NCT01777165 · started 2013 · scored riskier than 60% of active trials completed
• Efficacy and Safety of RMC-035 in Subjects at High Risk for Acute Kidney Injury Following Open-Chest Cardiac Surgery NCT05126303 · started 2022 · scored riskier than 87% 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.