Biological Effect of Nab-paclitaxel Combined to Gemcitabine in Metastatic Pancreatic Cancer
Model scores of the 29,894 trials active now.
Model score 14% 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 11% of the time (918 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 2016-10-31, after 2014-09-30 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 2016-10-31. 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: metastaticmetastaseslungtumorcell
Phrases that lowered it: open labelpatientsformulationpatient hasmg -
Sponsor's past termination rate: 0% (lowers risk) · Sponsor's track record
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Phase: 1 (lowers risk) · Design
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Accepts healthy volunteers: No (raises risk) · Who can join
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Design: single group (raises risk) · Design
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Drug's FAERS reports with a death: 25.4% (raises risk) · Drug's FDA history
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Disease area, cancer: No (lowers risk) · Disease area
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Drug's FAERS reports marked serious: 96.8% (raises risk) · Drug's FDA history
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Primary purpose: treatment (raises risk) · Design
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Trials the sponsor started in the prior 2 years: 13 (raises risk) · Sponsor's track record
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Minimum age: 18 (raises risk) · Who can join
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Blinding: none (raises risk) · Design
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Sponsor's past trials: 7 (raises risk) · Sponsor's track record
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
- 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
- 2 (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
- 0% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 13 (typical: 19)
Drug's FDA history
- Drugs with FDA adverse-event history
- 2 (typical: 1)
- Drug has FAERS history
- Yes (typical: 64% yes)
- Drug's FAERS reports before start
- 26611 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 4396 (typical: 412.5)
- Drug's FAERS reports marked serious
- 96.8% (typical: 85.6%)
- Drug's FAERS reports with a death
- 25.4% (typical: 15.9%)
Disease area and drugs
- Disease areas
- none of the 14 tracked areas
- Drugs matched to FDA substances
- gemcitabine, paclitaxel
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
- First-line Treatment of Metastatic Pancreatic Cancer With Nab-paclitaxel and Gemcitabine NCT02564146 · started 2016 · scored riskier than 64% of active trials completed
- Study to Evaluate Bi-weekly Dosing of Gemcitabine Plus Nab-Paclitaxel to Treat Metastatic Pancreatic Cancer NCT01851174 · started 2013 · scored riskier than 93% of active trials terminated
- Quality of Life in Locally Advanced or Metastatic Pancreatic Cancer Treated With Gemcitabine and Nab-paclitaxel NCT02106884 · started 2014 · scored riskier than 36% of active trials completed
- Nab-paclitaxel (Abraxane), Gemcitabine, and Capecitabine (Xeloda) for Pancreatic Adenocarcinoma NCT01161186 · started 2010 · scored riskier than 71% of active trials completed
- Nab-Paclitaxel Plus Gemcitabine Versus Gemcitabine For The First Line Treatment of Pancreas Cancer NCT03807999 · started 2015 · scored riskier than 52% 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.