Lubiprostone Effect on Gastrointestinal Tract Transit Times Measured by Smartpill in Patients With Chronic Constipation
Model scores of the 29,894 trials active now.
Model score 15% for any early termination, 11% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 10% of the time (273 trials).
Finished trial that started 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.
How it ended
Completed on 2015-02-28, after 2012-06-30 start.
The score above never used this outcome: finished trial that started 2008–2014: scored by a model trained without any trial from its start year, so its own outcome was never used.
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 2015-02-28. 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.
What moved the score
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Wording of the registration (title, summary, criteria) (raises risk) · Wording
Phrases that raised it: bowelsmallto randomizationin subjectsconstipation
Phrases that lowered it: patients whodrugseffect offoodthe effect -
Accepts healthy volunteers: No (raises risk) · Who can join
-
Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
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Drug's FAERS reports with a death: 4.5% (lowers risk) · Drug's FDA history
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Drug's FAERS reports marked serious: 61.5% (lowers risk) · Drug's FDA history
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Design: single group (raises risk) · Design
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Disease area, cancer: No (lowers risk) · Disease area
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Trials the sponsor started in the prior 2 years: 2 (raises risk) · Sponsor's track record
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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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Minimum age: 18 (raises risk) · Who can join
-
Collaborators: 1 (raises risk) · Design
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Primary purpose: treatment (raises risk) · Design
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Phase: 2/3 (raises risk) · Design
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Number of arms: 1 (raises risk) · Design
-
Blinding: none (raises risk) · Design
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Maximum age: 65 (lowers risk) · Who can join
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Disease area, neurology: No (lowers risk) · Disease area
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
- 2/3 (typical: 2)
- Number of arms
- 1 (typical: 2)
- Allocation
- not applicable (typical: randomized)
- Design
- single group (typical: parallel)
- Primary purpose
- treatment
- Blinding
- none
- Has a data monitoring committee
- No (typical: 56% yes)
- Responsible party
- principal investigator (typical: sponsor)
- Collaborators
- 1 (typical: 0)
- Keywords listed
- 7 (typical: 1)
Who can join
- Minimum age
- 18
- Maximum age
- 65 (typical: 71)
- Sex
- all
- Accepts healthy volunteers
- No (typical: 9% yes)
Sponsor's track record
- Sponsor type
- academic or other
- Sponsor's past trials
- 1 (typical: 32)
- Sponsor's past termination rate
- 0% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 2 (typical: 19)
Drug's FDA history
- Drugs with FDA adverse-event history
- 1
- Drug has FAERS history
- Yes (typical: 64% yes)
- Drug's FAERS reports before start
- 1027 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 259 (typical: 412.5)
- Drug's FAERS reports marked serious
- 61.5% (typical: 85.6%)
- Drug's FAERS reports with a death
- 4.5% (typical: 15.9%)
Disease area and drugs
- Disease areas
- none of the 14 tracked areas
- Drugs matched to FDA substances
- lubiprostone
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
- Lubiprostone and Mucus Secretion in Patients With Chronic Constipation NCT01447849 · started 2011 · scored riskier than 10% of active trials completed
- Effect of Lubiprostone on Methanogenesis and Bowel Function in Chronic Constipation. NCT01190020 · started 2009 · scored riskier than 68% of active trials completed
- Evaluation of Clinical Equivalence Between Two Lubiprostone Products NCT01372423 · started 2011 · scored riskier than 16% of active trials completed
- Intestinal Microecology in Chronic Constipation NCT00934479 · started 2010 · scored riskier than 10% of active trials completed
- Lubiprostone for Functional Constipation in the Under 18 Years Patients NCT05144295 · started 2022 · scored riskier than 12% 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.