MétaCan
Menu
Cohort builder

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.

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.

Search term
Author
Year range
Sort
Language
Type
Field
Venue
Topic
Ethics in Clinical Research
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 ·
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
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 teacher distillation outputs. 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
distilled prediction:candidate · metaresearch+open_science+research_integrityconsensus · metaresearch+research_integrity
1,401
citations
affno abstractunlabeled
Do no harm: a roadmap for responsible machine learning for health care
Jenna Wiens, Suchi Saria, Mark Sendak, Marzyeh Ghassemi, Finale Doshi‐Velez, Kenneth Jung +6 more
2019· review· en· Nature Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
1,002
citations
affunlabeled
A framework for enhancing ethical genomic research with Indigenous communities
Katrina G. Claw, Matthew Z. Anderson, Rene L. Begay, Krystal S. Tsosie, Keolu Fox, Nanibaa’ A. Garrison +13 more
2018· review· en· Nature Communications· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrityconsensus · sts+research_integrity
492
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
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch+research_integrity
323
citations
affno abstractunlabeled
Towards a framework for community engagement in global health research
James V. Lavery, Paulina O. Tinadana, Thomas W. Scott, Laura C. Harrington, Janine M. Ramsey, Claudia Ytuarte-Nuñez +1 more
2010· article· en· Trends in Parasitology· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
317
citations
affunlabeled
Protecting Communities in Biomedical Research
Charles Weijer, Ezekiel J. Emanuel
2000· article· en· Science· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
289
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
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
241
citations
afffundaboutunlabeled
Genomic Research Through an Indigenous Lens: Understanding the Expectations
Nanibaa’ A. Garrison, Māui Hudson, Leah L. Ballantyne, Ibrahim Garba, Andrew Martinez, Maile Taualii +2 more
2019· review· en· Annual Review of Genomics and Human Genetics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
219
citations
afffundunlabeled
The Ethical Analysis of Risk
Charles Weijer
2000· review· en· The Journal of Law Medicine & Ethics· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+research_integrity
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
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · 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
distilled 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
distilled prediction:candidate · metaresearchconsensus · none
171
citations

How this was built: Screen · Findings · About