Silymarin for the Prevention of Atrial Fibrillation After Cardiac Surgery
Model scores of the 29,894 trials active now.
Model score 11% 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 14% of the time (741 trials).
Finished trial that started in 2015 or later: the model never saw it during training.
How it ended
Completed on 2024-09-30, after 2023-01-01 start.
The score above never used this outcome: finished trial that started in 2015 or later: the model never saw it during training.
Termination over time, as the model saw it at the start
Cumulative chance of ending terminated (red) or completed (green) by each year from its start; it actually ended on 2024-09-30. 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.
What moved the score
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Wording of the registration (title, summary, criteria) (raises risk) · Wording
Phrases that raised it: coronaryatrialarteryfibrillationventricular
Phrases that lowered it: postoperativesurgerytrial toscheduledprevention -
Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
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Accepts healthy volunteers: No (raises risk) · Who can join
-
Phase: 3 (lowers risk) · Design
-
Has a data monitoring committee: not given (lowers risk) · Design
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Primary purpose: prevention (lowers risk) · Design
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Responsible party: principal investigator (lowers risk) · Design
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Disease area, cancer: No (lowers risk) · Disease area
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Drug's FAERS reports marked serious: no FAERS history (raises risk) · Drug's FDA history
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Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
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Design: parallel (raises risk) · Design
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Minimum age: 18 (raises risk) · Who can join
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Number of arms: 2 (raises risk) · Design
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Trials the sponsor started in the prior 2 years: 6 (raises risk) · Sponsor's track record
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Maximum age: 85 (lowers risk) · Who can join
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.
The trial
Design
- Phase
- 3 (typical: 2)
- Number of arms
- 2
- Allocation
- randomized
- Design
- parallel
- Primary purpose
- prevention (typical: treatment)
- Blinding
- none
- Has a data monitoring committee
- not given (typical: 56% yes)
- Responsible party
- principal investigator (typical: sponsor)
- Collaborators
- 0
- Keywords listed
- 3 (typical: 1)
Who can join
- Minimum age
- 18
- Maximum age
- 85 (typical: 71)
- Sex
- all
- Accepts healthy volunteers
- No (typical: 9% yes)
Sponsor's track record
- Sponsor type
- academic or other
- Sponsor's past trials
- 3 (typical: 32)
- Sponsor's past termination rate
- 0% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 6 (typical: 19)
Drug's FDA history
- Drugs with FDA adverse-event history
- 0 (typical: 1)
- Drug has FAERS history
- No (typical: 64% yes)
- Drug's FAERS reports before start
- 0 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 0 (typical: 412.5)
- Drug's FAERS reports marked serious
- no FAERS history (typical: 85.6%)
- Drug's FAERS reports with a death
- no FAERS history (typical: 15.9%)
Disease area and drugs
- Disease areas
- none of the 14 tracked areas
- Drugs matched to FDA substances
- none matched
Typical values are among the trials active now. Sponsor and drug history are counted only up to this trial's start date.
Similar finished trials
- Suppression Of Atrial Fibrillation With Ranolazine After Cardiac Surgery NCT01352416 · started 2010 · scored riskier than 53% of active trials terminated
- Evaluation of the Role of Magnesium in Prevention of AF Post Cardiac Surgery NCT06675500 · started 2024 · scored riskier than 28% of active trials completed
- Safety and Efficacy of Tocotrienols in Post-CABG Atrial Fibrillation NCT03807037 · started 2018 · scored riskier than 30% of active trials completed
- Apixaban Versus Warfarin for the Management of Post-operative Atrial Fibrillation NCT02889562 · started 2016 · scored riskier than 86% of active trials completed
- Omega 3 Fatty Acid Efficiency for Prevention of Atrial Fibrillation After Coronary Artery Bypass Grafting NCT01175330 · started 2010 · scored riskier than 44% 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.