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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.

affaffiliation
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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 2 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.

affunlabeled
Defining Biobank
Robert E. Hewitt, Peter H. Watson
2013· article· en· Biopreservation and Biobanking· Medicine
machine prediction:candidate · noneconsensus · none
147
citations
affunlabeled
Altruism among participants in cancer clinical trials
Tony H. Truong, Jane C. Weeks, E. Francis Cook, Steven Joffe
2011· article· en· Clinical Trials· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
147
citations
affunlabeled
HIV Vaccine Trial Participation Among Ethnic Minority Communities
Peter A. Newman, Naihua Duan, Kathleen Johnston Roberts, Danielle Seiden, Ellen T. Rudy, Dallas Swendeman +1 more
2006· article· en· JAIDS Journal of Acquired Immune Deficiency Syndromes· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
139
citations
affaboutunlabeled
Paying research subjects: participants' perspectives
Margaret L. Russell, Donna Moralejo, Ellen Burgess
2000· article· en· Journal of Medical Ethics· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
137
citations
affunlabeled
A Framework for Biobank Sustainability
Peter H. Watson, Sara Y. Nussbeck, Candace Carter, Sheila O’Donoghue, Stefanie Cheah, Lise Matzke +12 more
2014· article· en· Biopreservation and Biobanking· Medicine
machine prediction:candidate · metaresearchconsensus · none
132
citations
afffundunlabeled
Data Sharing Under the General Data Protection Regulation
Antonia Vlahou, Dara Hallinan, Rolf Apweiler, Àngel Argilés, Joachim Beige, Ariela Benigni +33 more
2021· review· en· Hypertension· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
130
citations
affunlabeled
Randomized Clinical Trials — Removing Unnecessary Obstacles
Christina Reith, Martin Landray, P.J. Devereaux, Jackie Bosch, Christopher B. Granger, Colin Baigent +3 more
2013· article· en· New England Journal of Medicine· Medicine
machine prediction:candidate · metaresearchconsensus · metaresearch
126
citations
fundno affunlabeled
Assessing the Privacy Risks of Data Sharing in Genomics
Catherine Heeney, Naomi Hawkins, Jantina de Vries, Paula Boddington, Jane Kaye
2010· article· en· Public Health Genomics· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
124
citations
affunlabeled
Rehabilitating Equipoise
Paul B. Miller, Charles Weijer
2003· article· en· Kennedy Institute of Ethics journal· Medicine
machine prediction:candidate · metaresearchconsensus · none
112
citations
affgemma · open_sciencegpt · open_sciencemodels split
Towards a data sharing Code of Conduct for international genomic research
Bartha Maria Knoppers, Jennifer R. Harris, Anne Marie Tassé, Isabelle Budin‐Ljøsne, Jane Kaye, Mylène Deschênes +1 more
2011· article· en· Genome Medicine· Medicine
machine prediction:candidate · metaresearch+open_scienceconsensus · metaresearch
112
citations
affno abstractunlabeled
Biobanks, consent and claims of consensus
Zubin Master, Erin Nelson, Blake Murdoch, Timothy Caulfield
2012· article· en· Nature Methods· Medicine
machine prediction:candidate · metaresearch+research_integrityconsensus · none
105
citations
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