A Study of RO4998452 in Type 2 Diabetes Patients With Varying Degrees of Renal Impairment
Model scores of the 29,894 trials active now.
Model score 6% for any early termination, 1% 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 (816 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 2010-09-30, after 2009-06-30 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 2010-09-30. 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) (lowers risk) · Wording
Phrases that raised it: type diabetespatientsstablesyndromestage
Phrases that lowered it: pharmacokineticsimpairmentsinglemildmoderate -
Accepts healthy volunteers: No (raises risk) · Who can join
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Phase: 1 (lowers risk) · Design
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Sponsor's past termination rate: 11.8% (raises risk) · Sponsor's track record
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Minimum age: 40 (lowers risk) · Who can join
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Has a data monitoring committee: not given (lowers risk) · Design
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Design: parallel (raises risk) · Design
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Disease area, cancer: No (lowers risk) · Disease area
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Sponsor type: industry (lowers risk) · Sponsor's track record
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Number of arms: 4 (lowers risk) · Design
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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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Trials the sponsor started in the prior 2 years: 193 (lowers risk) · Sponsor's track record
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Primary purpose: treatment (raises risk) · Design
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Disease area, neurology: No (lowers risk) · Disease area
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Maximum age: 80 (lowers risk) · Who can join
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Blinding: none (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.
The trial
Design
- Phase
- 1 (typical: 2)
- Number of arms
- 4 (typical: 2)
- Allocation
- non randomized (typical: randomized)
- Design
- parallel
- Primary purpose
- treatment
- Blinding
- none
- Has a data monitoring committee
- not given (typical: 56% yes)
- Responsible party
- sponsor
- Collaborators
- 0
- Keywords listed
- 0 (typical: 1)
Who can join
- Minimum age
- 40 (typical: 18)
- Maximum age
- 80 (typical: 71)
- Sex
- all
- Accepts healthy volunteers
- No (typical: 9% yes)
Sponsor's track record
- Sponsor type
- industry (typical: academic or other)
- Sponsor's past trials
- 221 (typical: 32)
- Sponsor's past termination rate
- 11.8% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 193 (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
- metabolic, endocrine
- 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
- A Study on the Effect of Renal Impairment on the Pharmacokinetics of RO4917838 NCT01510899 · started 2011 · scored riskier than 2% of active trials completed
- A Study on the Effect of Renal Function on the Pharmacakokinetics of RO5024048 (Parent of Prodrug RO5024048) Following Multiple Oral Dose Administration of RO5024048 NCT01099904 · started 2010 · scored riskier than 8% of active trials completed
- A Multiple Ascending Dose Study of RO4998452 in Patients With Type 2 Diabetes Mellitus. NCT00682097 · started 2008 · scored riskier than 15% of active trials completed
- To Assess the Pharmacokinetics of AZD1656 and Its Metabolite in Type 2 Diabetes Mellitus Patients NCT01069926 · started 2010 · scored riskier than 8% of active trials completed
- A Study of Single Doses of RO4998452 in Patients With Type 2 Diabetes NCT01044017 · started 2009 · scored riskier than 7% 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.