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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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The American Journal of Bioethics
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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.

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.

463 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
463 works in the cohort · of 4,299,418page 3 of 10

Labels cover 2 of 463 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 463 of 463 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · research_integritygpt · no categorymodels split
Clinical Ethics versus Clinical Research
Paul S. Appelbaum, Charles W. Lidz
2006· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
11
citations
affno abstractunlabeled
The Complexities of Sport, Gender, and Drug Testing
Pam R. Sailors, Sarah Teetzel, Charlene Weaving
2012· letter· en· The American Journal of Bioethics· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
11
citations
affno abstractunlabeled
The Limits of Altruism and Arbitrary Age Limits
Françoise Βaylis, Jocelyn Downie
2003· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · sts+research_integrityconsensus · none
11
citations
affno abstractunlabeled
Voluntary Self-Regulatory Codes: What Should We Expect?
Joel Lexchin
2003· letter· en· The American Journal of Bioethics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
10
citations
afffundunlabeled
One Size Does Not Fit All: Toward “Upstream Ethics”?
Vural Özdemir, Bartha Maria Knoppers
2010· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · research_integrity
10
citations
affunlabeled
Are There Answers?
Louis C. Charland
2003· letter· en· The American Journal of Bioethics· Arts and Humanities
distilled prediction:candidate · sts+research_integrityconsensus · none
9
citations
affunlabeled
Brains, Genes, and the Making of the Self
Lynette Reid, Françoise Βaylis
2005· letter· en· The American Journal of Bioethics· Neuroscience
distilled prediction:candidate · sts+research_integrityconsensus · none
9
citations
affunlabeled
Is Advanced Maternal Age a Public Health Issue?
Angel Petropanagos
2015· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
8
citations
afffundunlabeled
A Misunderstanding Concerning Futility
Tommaso Bruni, Charles Weijer
2015· letter· en· The American Journal of Bioethics· Psychology
distilled prediction:candidate · sts+research_integrityconsensus · none
8
citations
affunlabeled
What Research Ethics (Often) Gets Wrong about Minimal Risk
Patrick Bodilly Kane, Scott Y. H. Kim, Jonathan Kimmelman
2020· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
8
citations
affunlabeled
Patient Autonomy Writ Large
B Russell
2009· letter· en· The American Journal of Bioethics· Psychology
distilled prediction:candidate · research_integrityconsensus · none
8
citations
affunlabeled
Personalized Medicine in the NICU
Keith J. Barrington
2013· letter· en· The American Journal of Bioethics· Medicine
distilled prediction:candidate · sts+research_integrityconsensus · none
8
citations
affunlabeled
Hopes against Hopeful Monsters
David Castle
2003· letter· en· The American Journal of Bioethics· Social Sciences
distilled prediction:candidate · sts+research_integrityconsensus · none
8
citations
affno abstractunlabeled
Affective Neuroscience and Addiction
Louis C. Charland
2007· letter· en· The American Journal of Bioethics· Neuroscience
distilled prediction:candidate · sts+research_integrityconsensus · none
8
citations
affunlabeled
Moral Anthropocentrism Is Unavoidable
Katrina Hui
2014· letter· en· The American Journal of Bioethics· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
8
citations
affaboutunlabeled
Responsibility and Foundational Material Conditions
Christopher A. Riddle
2011· letter· en· The American Journal of Bioethics· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · sts
7
citations

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