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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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Journal of Empirical Research on Human Research Ethics
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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.

83 results · 1 filter active ·
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20062025
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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.
83 works in the cohort · of 4,299,418page 1 of 2

Labels cover 57 of 83 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 83 of 83 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Researchers' Perspectives on Collective/Community Co-Authorship in Community-Based Participatory Indigenous Research
Heather Castleden, Vanessa Sloan Morgan, Aelita Neimanis
2010· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
143
citations
affgemma · stsgpt · no categorymodels split
Trust in Health Research Relationships: Accounts of Human Subjects
Michael McDonald, Anne Townsend, Susan Cox, Natasha Damiano Paterson, Darquise Lafrenière
2008· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrityconsensus · metaresearch+sts+research_integrity
63
citations
aboutno affgemma · metaresearchgpt · no categorymodels split
Boundaries Between Research Ethics and Ethical Research Use in Artificial Intelligence Health Research
Gabrielle Samuel, Jenn Chubb, Gemma Derrick
2021· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+sts+research_integrity
53
citations
afffundaboutgemma · metaresearchgpt · research_integritymodels split
Opportunities, Ethical Challenges, and Lessons Learned from Working with Peer Research Assistants in a Multi-Method HIV Community-Based Research Study in Ontario, Canada
Carmen H. Logie, LLana James, Wangari Tharao, Mona Loutfy
2012· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
50
citations
afffundaboutgemma · metaresearchgpt · metaresearchmodels agree
Are We Asking the Right Questions? A Review of Canadian REB Practices in Relation to Community-Based Participatory Research
Adrian Guţă, Michael G. Wilson, Sarah Flicker, Robb Travers, Catherine Mason, Gloria Wenyeve +1 more
2010· review· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrityconsensus · metaresearch+sts+research_integrity
46
citations
afffundgemma · metaresearchgpt · no categorymodels split
“Why Don’t You Go Into Suburbs? Why Are You Targeting Us?”: Trust and Mistrust in HIV Vaccine Trials in South Africa
Siyabonga Thabethe, Catherine Slack, Graham Lindegger, Abigail Wilkinson, Douglas Wassenaar, Philippa Kerr +3 more
2018· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch
40
citations
afffundaboutgemma · metaresearchgpt · no categorymodels split
Perspectives of Canadian Researchers on Ethics Review of Neuroimaging Research
Constance Deslauriers, Emily Bell, Nicole Palmour, G. Bruce Pike, Julien Doyon, Éric Racine
2010· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
34
citations
fundno affgemma · metaresearchgpt · no categorymodels split
Introduction to Special Issue: Advancing the Ethics of Community-Based Participatory Research
Nancy Shore, Kristine A. Wong, Sarena D. Seifer, Jessica S. Grignon, Vanessa Northington Gamble
2008· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+insufficient_payload
33
citations
afffundunlabeled
A Bibliometric Analysis of an International Research Ethics Trainee Program
Jonathan Fix, Jere D. Odell, Barbara Sina, Eric M. Meslin, Ken Goodman, Ross Upshur
2013· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+sts+research_integrity
31
citations
affgemma · metaresearchgpt · no categorymodels split
Recognizing Risk and Vulnerability in Research Ethics: Imagining the “What Ifs?”
Elizabeth Peter, Judith Friedland
2017· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
31
citations
afffundgemma · metaresearch+open_sciencegpt · metaresearch+open_science+scholarly_communicationmodels split
Sharing Data and Results in Ethnographic Research: Why This Should Not Be an Ethical Imperative
Matthew Cooper
2007· article· en· Journal of Empirical Research on Human Research Ethics· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
30
citations
affunlabeled
The Participation of Community Members on Medical Institutional Review Boards
Charles W. Lidz, Lorna J. Simon, Antonia V. Seligowski, Suzanne Myers, William Gardner, Philip J. Candilis +2 more
2012· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
29
citations
affgemma · research_integritygpt · research_integritymodels split
Perspectives from South and East Asia on Clinical and Research Ethics: A Literature Review
Bridget Pratt, Cassandra Van, Yali Cong, Harun Ur Rashid, Nandini Kumar, Aasim Ahmad +2 more
2014· review· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
27
citations
aboutno affunlabeled
Misuse of Coauthorship in Medical Theses in Sweden
Gert Helgesson, Niklas Juth, Josephine Schneider, Michael Lövtrup, Niels Lynöe
2018· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
24
citations
afffundunlabeled
Ethics Oversight Mechanisms for Surgical Innovation
Lila Karpowicz, Emily Bell, Éric Racine
2016· review· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+sts+research_integrity
23
citations
affunlabeled
Citizens, Research Ethics Committee Members and Researchers’ Attitude Toward Information and Consent for the Secondary Use of Health Data: Implications for Research Within Learning Health Systems
Annabelle Cumyn, Roxanne Dault, Adrien Barton, Anne‐Marie Cloutier, Jean‐François Éthier
2021· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaresearch+sts+research_integrity
22
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
afffundunlabeled
“. . . I’ve Gone Through This My Own Self, So I Practice What I Preach . . . ”
Catherine Slack, Siya Thabethe, Graham Lindegger, Limbanazo Matandika, Peter A. Newman, Philippa Kerr +3 more
2016· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity+insufficient_payload
19
citations
aboutno affgemma · metaresearchgpt · no categorymodels split
Human Research Ethics Committees in Technical Universities
David Koepsell, Willem‐Paul Brinkman, Sylvia C. Pont
2014· article· en· Journal of Empirical Research on Human Research Ethics· Engineering
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts+research_integrity
17
citations
affaboutgemma · no categorygpt · metaresearchmodels split
Ethical Challenges and Lessons Learned from <i>Inuulluataarneq</i> — “Having the Good Life” Study: A Community-Based Participatory Research Project in Greenland
Elizabeth Rink, Ruth Montgomery-Andersen, Anders Koch, Gert Mulvad, Dionne Gesink
2013· article· en· Journal of Empirical Research on Human Research Ethics· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts+research_integrity
16
citations
afffundaboutgemma · sts+research_integritygpt · metaresearch+sts+research_integritymodels split
Risk and Representation in Research Ethics
Fern Brunger, Todd Russell
2015· article· en· Journal of Empirical Research on Human Research Ethics· Social Sciences
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch+sts+research_integrity
13
citations
afffundunlabeled
HIV/AIDS Research Conducted in the Developing World and Sponsored by the Developed World: Reporting of Research Ethics Committee Review in Two Countries
Lisa Judy Chin, Hoda Rifai-Bashjawish, Kelly Kleinert, Alexandra Saltman, Cheng‐Shiun Leu, Robert Klitzman
2011· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+open_science+research_integrityconsensus · metaresearch+sts+research_integrity
13
citations
affgemma · metaresearchgpt · no categorymodels split
Factors Associated With Payments to Research Participants: A Review of Sociobehavioral Studies at a Large Southern California Research University
Brandon Brown, Logan Marg, Zhiwei Zhang, Dario Kuzmanović, Karine Dubé, Jerome T. Galea
2019· review· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+sts+open_science+research_integrity+insufficient_payload
12
citations

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