Evaluation of Treatment Response With CHOI and RECIST Criteria and CT Texture Analysis in Patients With Metastatic Colorectal Cancer Treated With Regorafenib
Model scores of the 29,894 trials active now.
Model score 30% for any early termination, 13% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 26% of the time (3,728 trials).
Finished trial that started in 2015 or later: the model never saw it during training.
How it ended
Completed on 2018-07-09, after 2016-02-29 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 2018-07-09. 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: patientsheartstudy drugof studyangina
Phrases that lowered it: openagedto evaluateevaluate theformulation -
Sponsor's past termination rate: 28.6% (raises risk) · Sponsor's track record
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Accepts healthy volunteers: No (raises risk) · Who can join
-
Phase: 2 (raises risk) · Design
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Disease area, cancer: Yes (raises risk) · Disease area
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Design: single group (raises risk) · Design
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Minimum age: 18 (raises risk) · Who can join
-
Primary purpose: treatment (raises risk) · Design
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Trials the sponsor started in the prior 2 years: 5 (raises risk) · Sponsor's track record
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Drug's FAERS reports with a death: 22.7% (raises risk) · Drug's FDA history
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Maximum age: not given (raises risk) · Who can join
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Number of arms: 1 (raises risk) · Design
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Has a data monitoring committee: No (lowers risk) · Design
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Drug's FAERS reports before start: 2797 (raises risk) · Drug's FDA history
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Drug's FAERS reports marked serious: 87.8% (lowers risk) · Drug's FDA history
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
- 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
- sponsor
- Collaborators
- 0
- Keywords listed
- 5 (typical: 1)
Who can join
- Minimum age
- 18
- Maximum age
- not given (typical: 71)
- Sex
- all
- Accepts healthy volunteers
- No (typical: 9% yes)
Sponsor's track record
- Sponsor type
- academic or other
- Sponsor's past trials
- 7 (typical: 32)
- Sponsor's past termination rate
- 28.6% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 5 (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
- 2797 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 874 (typical: 412.5)
- Drug's FAERS reports marked serious
- 87.8% (typical: 85.6%)
- Drug's FAERS reports with a death
- 22.7% (typical: 15.9%)
Disease area and drugs
- Disease areas
- cancer, digestive
- Drugs matched to FDA substances
- regorafenib
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
- Study Comparing Different Dose Approaches of Induction Treatment of Regorafenib in MCRC NCT02835924 · started 2016 · scored riskier than 97% of active trials completed
- Regorafenib in Frail and/or Unfit for Chemotherapy Patients With Metastatic Colorectal Cancer NCT01875380 · started 2013 · scored riskier than 82% of active trials completed
- Regorafenib Plus 5-Fluorouracil/Leucovorin Beyond Progression in mCRC NCT03099486 · started 2017 · scored riskier than 75% of active trials terminated
- Regorafenib as Single Agent in Patients With Metastatic Colorectal Cancer (mCRC) With Any RAS or BRAF Mutation Previously Treated With FOLFOXIRI Plus Bevacizumab NCT02175654 · started 2014 · scored riskier than 69% of active trials terminated
- Regorafenib Assessment in Refractory Advanced Colorectal Cancer(RegARd-C) NCT01929616 · started 2013 · scored riskier than 94% 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.