Pembrolizumab With or Without Radiation in Patients With Recurrent or Metastatic Adenoid Cystic Carcinoma
Model scores of the 29,894 trials active now.
Model score 28% 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 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 2020-08-04, after 2017-04-25 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 2020-08-04. 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: metastaticmetastasescarcinomasubjects withtherapy
Phrases that lowered it: participantsulnintendedparticipantimmunotherapy -
Sponsor's past termination rate: 17.2% (raises risk) · Sponsor's track record
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Accepts healthy volunteers: No (raises risk) · Who can join
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Phase: 2 (raises risk) · Design
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Disease area, cancer: Yes (raises risk) · Disease area
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Drug's FAERS reports with a death: 31.1% (raises risk) · Drug's FDA history
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Trials the sponsor started in the prior 2 years: 75 (lowers risk) · Sponsor's track record
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Design: parallel (raises risk) · Design
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Has a data monitoring committee: Yes (raises risk) · Design
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Sponsor's past trials: 262 (lowers risk) · Sponsor's track record
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Drug's FAERS reports marked serious: 75.9% (lowers risk) · Drug's FDA history
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Primary purpose: treatment (raises risk) · Design
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Minimum age: 18 (raises risk) · Who can join
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Maximum age: not given (raises risk) · Who can join
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Collaborators: 1 (raises risk) · Design
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Drug's FAERS reports before start: 5283 (raises 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
- 2
- Allocation
- randomized
- Design
- parallel
- Primary purpose
- treatment
- Blinding
- none
- Has a data monitoring committee
- Yes (typical: 56% yes)
- Responsible party
- principal investigator (typical: sponsor)
- Collaborators
- 1 (typical: 0)
- Keywords listed
- 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
- 262 (typical: 32)
- Sponsor's past termination rate
- 17.2% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 75 (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
- 5283 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 2958 (typical: 412.5)
- Drug's FAERS reports marked serious
- 75.9% (typical: 85.6%)
- Drug's FAERS reports with a death
- 31.1% (typical: 15.9%)
Disease area and drugs
- Disease areas
- cancer
- Drugs matched to FDA substances
- pembrolizumab
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 of Pembrolizumab and Cabozantinib in Patients With Metastatic Renal Cell Carcinoma NCT03149822 · started 2017 · scored riskier than 76% of active trials completed
- Pembrolizumab and Paclitaxel in Refractory Small Cell Lung Cancer NCT02551432 · started 2015 · scored riskier than 64% of active trials completed
- Pembrolizumab in Metastatic Anal Cancer NCT02919969 · started 2016 · scored riskier than 92% of active trials completed
- Pembrolizumab in Patients With Poor-Prognosis Carcinoma of Unknown Primary Site (CUP) NCT03391973 · started 2018 · scored riskier than 65% of active trials completed
- Neoadjuvant-Adjuvant Pembrolizumab in Resectable Advanced Basal Cell Carcinoma of H&N NCT04323202 · started 2020 · scored riskier than 62% 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.