Safety and Efficacy of Dapagliflozin in Triple Therapy to Treat Subjects With Type 2 Diabetes

Model scores of the 29,894 trials active now.

Model score 14% 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 9% of the time (803 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.

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.

• Wording of the registration (title, summary, criteria) (raises risk) · Wording Phrases that raised it: centralthe subjectdefined aspressuremmhg
  Phrases that lowered it: visittriallabelmgcombination
• Accepts healthy volunteers: No (raises risk) · Who can join
• Phase: 3 (lowers risk) · Design
• Drug's FAERS reports with a death: 7.7% (lowers risk) · Drug's FDA history
• Design: parallel (raises risk) · Design
• Drug's FAERS reports marked serious: 63.3% (lowers risk) · Drug's FDA history
• Blinding: triple (raises risk) · Design
• Has a data monitoring committee: No (lowers risk) · Design
• Sponsor's past termination rate: 7.3% (lowers risk) · Sponsor's track record
• Disease area, cancer: No (lowers risk) · Disease area
• Minimum age: 18 (raises risk) · Who can join
• Sponsor type: industry (lowers risk) · Sponsor's track record
• Sponsor's past trials: 1122 (raises risk) · Sponsor's track record
• Drug's FAERS reports in the prior 12 months: 14553 (lowers risk) · Drug's FDA history
• Primary purpose: treatment (raises risk) · Design
• Drug's FAERS reports before start: 66438 (lowers risk) · Drug's FDA history
• Disease area, neurology: No (lowers risk) · Disease area
• Disease area, metabolic: Yes (lowers risk) · Disease area
• Trials the sponsor started in the prior 2 years: 210 (lowers risk) · Sponsor's track record

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.

• Safety and Efficacy of Saxagliptin in Triple Therapy to Treat Subjects With Type 2 Diabetes NCT01619059 · started 2012 · scored riskier than 35% of active trials completed
• Study of MEDI0382 in Combination With Dapagliflozin and Metformin in Overweight/Obese Participants With Type 2 Diabetes NCT03444584 · started 2018 · scored riskier than 20% 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
• Efficacy and Safety of Sotagliflozin Versus Placebo and Empagliflozin in Participants With Type 2 Diabetes Mellitus Who Have Inadequate Glycemic Control While Taking a DPP4 Inhibitor Alone or With Metformin NCT03351478 · started 2017 · scored riskier than 10% of active trials completed
• Study to Evaluate the Efficacy, Safety, Tolerability, and Pharmacokinetics of Saxagliptin as Monotherapy in Pediatric Patients With Type 2 Diabetes NCT01204775 · started 2011 · 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.