A Study in Healthy Volunteers Investigating How Quickly and to What Extent BAY1817080 is Taken up, Distributed, Broken Down and Eliminated From the Body, as Well as the Difference Between 2 Different Types of Tablets of BAY1817080 and the Difference Between Oral Dose and Dose in the Vein

Model scores of the 29,894 trials active now.

Model score 3% for any early termination, 0% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 6% of the time (355 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 2019-08-12. 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) (lowers risk) · Wording Phrases that raised it: cellcarcinomacancerequal torefractory
  Phrases that lowered it: the pharmacokineticshealthybioavailabilitypharmacokinetics offormulation
• Accepts healthy volunteers: Yes (lowers risk) · Who can join
• Phase: 1 (lowers risk) · Design
• Design: parallel (raises risk) · Design
• Sponsor's past trials: 809 (raises risk) · Sponsor's track record
• Trials the sponsor started in the prior 2 years: 109 (lowers risk) · Sponsor's track record
• Has a data monitoring committee: No (lowers risk) · Design
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
• Disease area, cancer: No (lowers risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Blinding: none (lowers risk) · Design
• Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
• Maximum age: 55 (lowers risk) · Who can join
• Number of arms: 3 (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.

• First in Human Study to Investigate the Safety and Tolerability, Pharmacokinetics, Itraconazole Drug-drug-interaction and Food Effect of BAY1817080 NCT02817100 · started 2016 · scored riskier than 6% of active trials completed
• A Trial to Learn How a New Liquid Form of BAY1817080 is Tolerated and Taken up by the Body of Healthy Male Participants (Part A). By Labeling BAY1817080 With a Radioactive Substance (Carbon 14) Researchers Want to Learn How the Study Drug is Processed and Excreted by the Body After Dosing (Part B) NCT04487431 · started 2020 · scored riskier than 4% of active trials completed
• BAY 1902607: Single Dose Escalation, Safety and Tolerability, Pharmacokinetics, Bioavailability, Food Effect NCT03212586 · started 2017 · scored riskier than 6% of active trials completed
• First in Human Study to Investigate the Safety, Tolerability, Pharmacokinetics and to Explore Pharmacodynamics of BAY1834845 NCT03054402 · started 2017 · scored riskier than 6% of active trials completed
• BAY1830839: First in Man, Single Dose Escalation, Safety & Tolerability and Pharmacokinetics NCT03540615 · started 2018 · scored riskier than 5% 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.