Pilot Study to Explore the Efficacy of DAPAglifozin as add-on to Closed-loop Control in Patients With Type 1 Diabetes
Model scores of the 29,894 trials active now.
Model score 7% for any early termination, 2% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 11% of the time (918 trials).
Finished trial that started in 2015 or later: the model never saw it during training.
How it ended
Completed on 2017-12-19, after 2017-02-09 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 2017-12-19. 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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Design: crossover (lowers risk) · Design
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Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
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Wording of the registration (title, summary, criteria) (lowers risk) · Wording
Phrases that raised it: subjecthourstherapycelldisease
Phrases that lowered it: screeninginvestigatorthe effectvisitjudged -
Accepts healthy volunteers: No (raises risk) · Who can join
-
Phase: 1 (lowers risk) · Design
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Has a data monitoring committee: Yes (raises risk) · Design
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Drug's FAERS reports with a death: 5.9% (lowers risk) · Drug's FDA history
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Disease area, cancer: No (lowers risk) · Disease area
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Blinding: triple (raises risk) · Design
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Drug's FAERS reports marked serious: 94.0% (raises risk) · Drug's FDA history
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Disease area, neurology: No (lowers risk) · Disease area
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Primary purpose: treatment (raises risk) · Design
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Maximum age: 21 (raises risk) · Who can join
-
Trials the sponsor started in the prior 2 years: 3 (raises risk) · Sponsor's track record
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Collaborators: 2 (lowers risk) · Design
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Number of arms: 2 (raises 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.
The trial
Design
- Phase
- 1 (typical: 2)
- Number of arms
- 2
- Allocation
- randomized
- Design
- crossover (typical: parallel)
- Primary purpose
- treatment
- Blinding
- triple (typical: none)
- Has a data monitoring committee
- Yes (typical: 56% yes)
- Responsible party
- sponsor
- Collaborators
- 2 (typical: 0)
- Keywords listed
- 0 (typical: 1)
Who can join
- Minimum age
- 12 (typical: 18)
- Maximum age
- 21 (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
- 3 (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
- 2717 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 1073 (typical: 412.5)
- Drug's FAERS reports marked serious
- 94.0% (typical: 85.6%)
- Drug's FAERS reports with a death
- 5.9% (typical: 15.9%)
Disease area and drugs
- Disease areas
- none of the 14 tracked areas
- Drugs matched to FDA substances
- dapagliflozin
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
- Phase 1 Study to Explore the Safety and Pharmacokinetics of DAPAglifozin in Adolescents and Adults With Type 1 Diabetes NCT02325206 · started 2014 · scored riskier than 10% of active trials completed
- A Comparison of Postprandial Glucose After a MMTT, and the Metabolic Effects of Insulin Withdrawal in a Crossover Study in Subjects With Type 1 Diabetes NCT04956263 · started 2021 · scored riskier than 6% of active trials completed
- A Study of Single and Multiple Doses of Oral Insulin or Placebo in Subjects With Type 2 Diabetes Mellitus NCT02954601 · started 2016 · scored riskier than 6% of active trials completed
- Evaluate HM-002-1005 in Subjects With Type 2 Diabetes Mellitus NCT06498284 · started 2024 · scored riskier than 12% of active trials completed
- Study to Evaluate Safety and Efficacy of Dapagliflozin and Saxagliptin in Patients With Type 2 Diabetes Mellitus (T2DM) Aged 10 to Below 18 Years Old NCT03199053 · started 2017 · scored riskier than 25% 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.