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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.

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
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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.

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 ·
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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 15 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.

affunlabeled
Addressing Ethical, Social, and Cultural Issues in Global Health Research
James V. Lavery, Shane K. Green, Sunita V S Bandewar, Anant Bhan, Abdallah S. Daar, Claudia Emerson +5 more
2013· review· en· PLoS neglected tropical diseases· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
20
citations
afffundunlabeled
I’m Positive, But I’m Negative
Clinton L. Rautenbach, Graham Lindegger, Catherine Slack, Melissa Wallace, Peter A. Newman
2015· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
20
citations
fundno affno abstractunlabeled
Stakeholder Views on Returning Research Results
Susanne B. Haga, Jennifer Q. Zhao
2013· review· en· Advances in genetics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
20
citations
affunlabeled
Criteria for Authorship in Bioethics
David B. Resnik, Zubin Master
2011· article· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
20
citations
affunlabeled
Clinical Research: A Globalized Network
Trevor Richter
2014· article· en· PLoS ONE· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
20
citations
affno abstractunlabeled
The Role of P3G in Encouraging Public Trust in Biobanks
Susan Wallace, Bartha Maria Knoppers
2012· book-chapter· de· Veröffentlichungen des Instituts für Deutsches, Europäisches und Internationales Medizinrecht, Gesundheitsrecht und Bioethik der Universitäten Heidelberg und Mannheim· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
20
citations
afffundvenueno abstractunlabeled
Stem Cell Research Ethics: Consensus Statement on Emerging Issues
Timothy Caulfield, Ubaka Ogbogu, Erin Nelson, Edna Einsiedel, Bartha Maria Knoppers, Michael McDonald +23 more
2007· article· en· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
20
citations
afffundno abstractunlabeled
The art and science of biobanking
Bartha Maria Knoppers, Thomas J. Hudson
2011· editorial· en· Human Genetics· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · none
19
citations
affunlabeled
Evaluating community deliberations about health research priorities
Susan Dorr Goold, Marion Danis, Julia Abelson, Michelle Gornick, Lisa Szymecko, C. Daniel Myers +3 more
2019· article· en· Health Expectations· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · none
19
citations
affno abstractunlabeled
Questioning the Limits of Genomic Privacy
Bartha Maria Knoppers, Edward S. Dove, Jan‐Eric Litton, J. J. Nietfeld
2012· letter· en· The American Journal of Human Genetics· Medicine
distilled prediction:candidate · research_integrityconsensus · none
19
citations

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