Daprodustat Hepatic Impairment Study

Model scores of the 29,894 trials active now.

Model score 7% for any early termination, 1% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 14% of the time (117 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 2018-08-20. 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.

• Accepts healthy volunteers: Yes (lowers risk) · Who can join
• Wording of the registration (title, summary, criteria) (lowers risk) · Wording Phrases that raised it: mriimagingliverctscan
  Phrases that lowered it: healthymedical historyalcoholinvestigatorsingle dose
• Sponsor's past trials: 2407 (raises risk) · Sponsor's track record
• Design: parallel (raises risk) · Design
• Phase: 1 (lowers risk) · Design
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Has a data monitoring committee: No (lowers risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Number of arms: 4 (lowers risk) · Design
• Minimum age: 18 (raises risk) · Who can join
• Sponsor's past termination rate: 6.1% (lowers risk) · Sponsor's track record
• Disease area, cancer: No (lowers risk) · Disease area
• Trials the sponsor started in the prior 2 years: 224 (lowers risk) · Sponsor's track record
• Responsible party: sponsor (lowers 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 Pharmacokinetic (PK) and Safety of GSK1265744 in Subjects With Hepatic Impairment and Control Healthy Volunteers NCT02354950 · started 2015 · scored riskier than 4% of active trials completed
• Study to Evaluate the Pharmacokinetics and Safety of GSK2336805 in Subjects With Hepatic Impairment and Healthy Matched Control Subjects NCT01827657 · started 2013 · scored riskier than 12% of active trials completed
• DZD9008 PK Study in Hepatic Impairment Subjects NCT06084104 · started 2023 · scored riskier than 4% of active trials completed
• Pharmacokinetics of Enasidenib (CC-90007) in Participants With Mild, Moderate and Severe Hepatic Impairment NCT04573582 · started 2020 · scored riskier than 14% of active trials completed
• Effects of Hepatic Impairment on the Pharmacokinetics of Dazucorilant NCT06928779 · started 2024 · scored riskier than 3% 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.