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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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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.

522 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.
522 works in the cohort · of 4,299,418page 2 of 11

Labels cover 10 of 522 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 522 of 522 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.

afffundunlabeled
Time-window Bias in Case-control Studies
Samy Suissa, Sophie Dell’Aniello, Sarah Vahey, Christel Renoux
2011· article· en· Epidemiology· Medicine
machine prediction:candidate · metaresearchconsensus · metaresearch
103
citations
affunlabeled
The Emergence of Networks in Human Genome Epidemiology
Daniela Seminara, Muin J. Khoury, Thomas R. O Brien, Teri A. Manolio, Marta Gwinn, Julian Little +28 more
2006· article· en· Epidemiology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Residential Pesticide Exposure and Neuroblastoma
Julie L. Daniels, Andrew F. Olshan, Kay Teschke, Irva Hertz‐Picciotto, David A. Savitz, Julie Blatt +7 more
2001· article· en· Epidemiology· Medicine
machine prediction:candidate · noneconsensus · none
89
citations
affunlabeled
Racial Residential Segregation and Preterm Birth
Rebecca Anthopolos, Jay S. Kaufman, Lynne C. Messer, Marie Lynn Miranda
2014· article· en· Epidemiology· Medicine
machine prediction:candidate · noneconsensus · none
72
citations
affunlabeled
Drinking Water Contaminants and Childhood Leukemia
Claire Infante‐Rivard, Eric R. Olson, Louis Jacques, Pierre Ayotte
2001· article· en· Epidemiology· Environmental Science
machine prediction:candidate · noneconsensus · none
66
citations
affaboutunlabeled
Ambient Ozone and Mortality
David V. Bates
2005· letter· en· Epidemiology· Environmental Science
machine prediction:candidate · noneconsensus · none
65
citations
affunlabeled
Occupational Risks for Lung Cancer among Nonsmokers
Hermann Pohlabeln, Paolo Boffetta, Wolfgang Ahrens, Franco Merletti, Antonio Agudo, E Benhamou +17 more
2000· article· en· Epidemiology· Medicine
machine prediction:candidate · noneconsensus · none
63
citations
affaboutunlabeled
Commentary
Sam Harper, Erin Strumpf
2012· article· en· Epidemiology· Social Sciences
machine prediction:candidate · noneconsensus · none
62
citations
affaboutunlabeled
Farm Childrenʼs Exposure to Herbicides
Tye E. Arbuckle, Donald C. Cole, Len Ritter, B. D. Ripley
2004· article· en· Epidemiology· Agricultural and Biological Sciences
machine prediction:candidate · noneconsensus · none
49
citations
affunlabeled
Chronic Kidney Disease and Risk of Renal Cell Carcinoma
Jonathan N. Hofmann, Douglas A. Corley, Wei Zhao, Joanne S. Colt, Brian Shuch, Wong‐Ho Chow +1 more
2014· article· en· Epidemiology· Medicine
machine prediction:candidate · noneconsensus · none
49
citations
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