ADG116 in Combination With Pembrolizumab in Patients With Advanced/Metastatic Solid Tumors
Model scores of the 29,894 trials active now.
Model score 18% 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 5% of the time (4,470 trials).
Finished trial that started in 2015 or later: the model never saw it during training.
How it ended
Completed on 2022-12-01, after 2022-02-09 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 2022-12-01. 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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Sponsor's past termination rate: 100% (raises risk) · Sponsor's track record
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Wording of the registration (title, summary, criteria) (raises risk) · Wording
Phrases that raised it: prior tomonths priorsoliddefinedhas received
Phrases that lowered it: participantsfirst dosestudy drugpatients who14 -
Accepts healthy volunteers: No (raises risk) · Who can join
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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: 23.0% (raises risk) · Drug's FDA history
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Disease area, cancer: No (lowers risk) · Disease area
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Trials the sponsor started in the prior 2 years: 2 (raises risk) · Sponsor's track record
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Primary purpose: treatment (raises risk) · Design
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Design: sequential (lowers risk) · Design
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Minimum age: 18 (raises risk) · Who can join
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Sponsor type: industry (lowers risk) · Sponsor's track record
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Maximum age: not given (raises risk) · Who can join
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Drug's FAERS reports in the prior 12 months: 8611 (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
- 1 (typical: 2)
- Number of arms
- 1 (typical: 2)
- Allocation
- not applicable (typical: randomized)
- Design
- sequential (typical: parallel)
- Primary purpose
- treatment
- Blinding
- none
- Has a data monitoring committee
- Yes (typical: 56% yes)
- Responsible party
- sponsor
- Collaborators
- 1 (typical: 0)
- Keywords listed
- 0 (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
- industry (typical: academic or other)
- Sponsor's past trials
- 1 (typical: 32)
- Sponsor's past termination rate
- 100% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 2 (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
- 35926 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 8611 (typical: 412.5)
- Drug's FAERS reports marked serious
- 83.8% (typical: 85.6%)
- Drug's FAERS reports with a death
- 23.0% (typical: 15.9%)
Disease area and drugs
- Disease areas
- none of the 14 tracked areas
- 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
- Anti-PD-L1 and SAbR for Ovarian Cancer NCT03312114 · started 2017 · scored riskier than 94% of active trials terminated
- Study of DCC-3014 in Combination With Avelumab in Patients With Advanced or Metastatic Sarcomas NCT04242238 · started 2020 · scored riskier than 42% of active trials completed
- Safety and Efficacy of SB 11285 Alone and in Combination With Atezolizumab in Patients With Advanced Solid Tumors NCT04096638 · started 2019 · scored riskier than 36% of active trials completed
- APX005M With Nivolumab and Cabiralizumab in Advanced Melanoma, Non-small Cell Lung Cancer or Renal Cell Carcinoma NCT03502330 · started 2018 · scored riskier than 52% of active trials completed
- Study of DF6215 in Patients With Advanced Solid Tumors NCT06108479 · started 2023 · scored riskier than 31% 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.