18F-FSPG PET/CT in Diagnosing Early Lung Cancer in Patients With Lung Nodules
Model scores of the 29,894 trials active now.
Model score 12% for any early termination, 7% 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 2021-07-30, after 2019-02-04 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 2021-07-30. 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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Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
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Accepts healthy volunteers: No (raises risk) · Who can join
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Collaborators: 3 (lowers risk) · Design
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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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Minimum age: 45 (lowers risk) · Who can join
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Drug's FAERS reports with a death: 17.1% (lowers risk) · Drug's FDA history
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Responsible party: sponsor investigator (raises risk) · Design
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Design: single group (raises risk) · Design
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Wording of the registration (title, summary, criteria) (raises risk) · Wording
Phrases that raised it: cancerctworkphase iiii trial
Phrases that lowered it: pulmonaryevaluatelungmmpack -
Has a data monitoring committee: Yes (raises risk) · Design
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Primary purpose: diagnostic (lowers risk) · Design
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Trials the sponsor started in the prior 2 years: 4 (raises risk) · Sponsor's track record
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Number of arms: 1 (raises risk) · Design
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Maximum age: not given (raises risk) · Who can join
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Sponsor's past trials: 1 (raises risk) · Sponsor's track record
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Blinding: none (raises 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
- 2
- Number of arms
- 1 (typical: 2)
- Allocation
- not applicable (typical: randomized)
- Design
- single group (typical: parallel)
- Primary purpose
- diagnostic (typical: treatment)
- Blinding
- none
- Has a data monitoring committee
- Yes (typical: 56% yes)
- Responsible party
- sponsor investigator (typical: sponsor)
- Collaborators
- 3 (typical: 0)
- Keywords listed
- 1
Who can join
- Minimum age
- 45 (typical: 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
- 1 (typical: 32)
- Sponsor's past termination rate
- 0% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 4 (typical: 19)
Drug's FDA history
- Drugs with FDA adverse-event history
- 5 (typical: 1)
- Drug has FAERS history
- Yes (typical: 64% yes)
- Drug's FAERS reports before start
- 445 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 46 (typical: 412.5)
- Drug's FAERS reports marked serious
- 91.0% (typical: 85.6%)
- Drug's FAERS reports with a death
- 17.1% (typical: 15.9%)
Disease area and drugs
- Disease areas
- cancer, respiratory
- Drugs matched to FDA substances
- fludeoxyglucose, fludeoxyglucose f18, fluorine, glutamate, glutamic acid
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
- 18F-FSPG PET/CT in Imaging Patients With Newly Diagnosed Lung Cancer or Indeterminate Pulmonary Nodules NCT02448225 · started 2015 · scored riskier than 93% of active trials completed
- Amino Acid Tracer (FACBC) Positron Emission Tomography for Lung Nodule NCT01502670 · started 2009 · scored riskier than 99% of active trials completed
- Fludeoxyglucose F 18-PET/CT Scans in Patients Receiving Ultra Short-Term Dexamethasone For Lung Nodules NCT00906503 · started 2009 · scored riskier than 66% of active trials completed
- 18F-FSPG PET/CT for Cancer Patients on Therapy NCT02599194 · started 2015 · scored riskier than 96% of active trials completed
- Glutamine PET Imaging Colorectal Cancer NCT03275974 · started 2021 · scored riskier than 81% of active trials terminated
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.