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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Ethics in Clinical Research
Retraction
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

2,822 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
2,822 works in the cohort · of 4,299,418page 1 of 57

Labels cover 145 of 2,822 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 2,822 of 2,822 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Privacy in the age of medical big data
W. Nicholson Price, I. Glenn Cohen
2018· review· en· Nature Medicine· Medicine
machine prediction:candidate · metaresearchconsensus · none
1,401
citations
fundno affunlabeled
Clinical Trial Registration — Looking Back and Moving Ahead
Christine Lainé, Richard Horton, Catherine D. DeAngelis, Jeffrey M. Drazen, Frank Frizelle, Fiona Godlee +9 more
2007· editorial· en· New England Journal of Medicine· Medicine
machine prediction:candidate · metaresearchconsensus · none
323
citations
afffundgemma · research_integritygpt · metaresearchmodels split
Research Ethics Recommendations for Whole-Genome Research: Consensus Statement
Timothy Caulfield, Amy L. McGuire, Mildred K. Cho, Janet A. Buchanan, Michael Burgess, Ursula Danilczyk +17 more
2008· article· en· PLoS Biology· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
241
citations
afffundunlabeled
The Ethical Analysis of Risk
Charles Weijer
2000· review· en· The Journal of Law Medicine & Ethics· Medicine
machine prediction:candidate · noneconsensus · none
186
citations
affunlabeled
Specific barriers to the conduct of randomized trials
Lelia Duley, Karen H. Antman, Joseph P. Arena, Álvaro Avezum, Mel Blumenthal, Jackie Bosch +10 more
2008· article· en· Clinical Trials· Medicine
machine prediction:candidate · metaresearchconsensus · metaresearch
180
citations
afffundunlabeled
Toward a roadmap in global biobanking for health
Jennifer R. Harris, Paul R. Burton, Bartha Maria Knoppers, Klaus Lindpaintner, Marianna J. Bledsoe, Anthony J. Brookes +19 more
2012· article· en· European Journal of Human Genetics· Medicine
machine prediction:candidate · noneconsensus · none
172
citations
affunlabeled
Ethics and Genomic Incidental Findings
Amy L. McGuire, Steven Joffe, Barbara A. Koenig, Barbara B. Biesecker, Laurence B. McCullough, Jennifer S. Blumenthal‐Barby +3 more
2013· article· en· Science· Medicine
machine prediction:candidate · noneconsensus · none
171
citations
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How this was built: Screen · Findings · About