Mesenchymal Stem Cells (MSCs) for Treatment of Acute Respiratory Distress Syndrome (ARD) in Patients With Malignancies
Model scores of the 29,894 trials active now.
Model score 28% for any early termination, 12% for termination due to slow enrollment. Past trials like this one (phase, sponsor type and disease area, started 2008–2016) ended terminated 9% of the time (74 trials).
Finished trial that started in 2015 or later: the model never saw it during training.
How it ended
Completed on 2019-06-13, after 2017-02-24 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 2019-06-13. 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: patientscellssyndromemalignancieschronic
Phrases that lowered it: participantsrespiratoryadultstudysafety of -
Sponsor's past termination rate: 27.8% (raises risk) · Sponsor's track record
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Accepts healthy volunteers: No (raises risk) · Who can join
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Phase: 1 (lowers risk) · Design
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Design: single group (raises risk) · Design
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Sponsor type: academic or other (raises risk) · Sponsor's track record
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Has a data monitoring committee: Yes (raises risk) · Design
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Minimum age: 18 (raises risk) · Who can join
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Sponsor's past trials: 640 (raises risk) · Sponsor's track record
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Disease area, cancer: No (lowers risk) · Disease area
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Primary purpose: treatment (raises risk) · Design
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Drug's FAERS reports with a death: no FAERS history (raises risk) · Drug's FDA history
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Keywords listed: 9 (lowers risk) · Design
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Collaborators: 1 (raises risk) · Design
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Maximum age: not given (raises risk) · Who can join
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Disease area, respiratory: Yes (raises risk) · Disease area
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
- Yes (typical: 56% yes)
- Responsible party
- sponsor
- Collaborators
- 1 (typical: 0)
- Keywords listed
- 9 (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
- 640 (typical: 32)
- Sponsor's past termination rate
- 27.8% (typical: 9.9%)
- Trials the sponsor started in the prior 2 years
- 218 (typical: 19)
Drug's FDA history
- Drugs with FDA adverse-event history
- 0 (typical: 1)
- Drug has FAERS history
- No (typical: 64% yes)
- Drug's FAERS reports before start
- 0 (typical: 2148)
- Drug's FAERS reports in the prior 12 months
- 0 (typical: 412.5)
- Drug's FAERS reports marked serious
- no FAERS history (typical: 85.6%)
- Drug's FAERS reports with a death
- no FAERS history (typical: 15.9%)
Disease area and drugs
- Disease areas
- respiratory
- Drugs matched to FDA substances
- mesenchymal stem cells
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
- Human Mesenchymal Stem Cells For Acute Respiratory Distress Syndrome NCT01775774 · started 2013 · scored riskier than 69% of active trials completed
- A Clinical Study of Mesenchymal Stem Cell Exosomes Nebulizer for the Treatment of ARDS NCT04602104 · started 2020 · scored riskier than 45% of active trials completed
- Clinical Study to Assess the Safety and Preliminary Efficacy of HCR040 in Acute Respiratory Distress Syndrome NCT04289194 · started 2019 · scored riskier than 62% of active trials completed
- Mesenchymal Stromal Cells For Acute Respiratory Distress Syndrome NCT03818854 · started 2019 · scored riskier than 84% of active trials completed
- Human Mesenchymal Stromal Cells For Acute Respiratory Distress Syndrome (START) NCT02097641 · started 2014 · scored riskier than 84% 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.