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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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Environmental Health
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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.

238 results · 1 filter active ·
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20022025
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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.
238 works in the cohort · of 4,299,418page 2 of 5

Labels cover 2 of 238 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 238 of 238 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The health impacts of Indonesian peatland fires
Lars Hein, Joseph V. Spadaro, Bart Ostro, Melanie S. Hammer, Elham Sumarga, Resti Salmayenti +4 more
2022· article· en· Environmental Health· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
63
citations
aboutno affunlabeled
Association of maternal serum concentrations of 2,2', 4,4'5,5'-hexachlorobiphenyl (CB-153) and 1,1-dichloro-2,2-bis (p-chlorophenyl)-ethylene (p,p'-DDE) levels with birth weight, gestational age and preterm births in Inuit and European populations
Bogdan Wojtyniak, Daniel Rabczenko, Bo Jönsson, Valentyna Zvezday, Henning Sloth Pedersen, Lars Rylander +6 more
2010· article· en· Environmental Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
afffundaboutunlabeled
Exposure to polychlorinated biphenyls and organochlorine pesticides and risk of dementia, Alzheimer’s disease and cognitive decline in an older population: a prospective analysis from the Canadian Study of Health and Aging
Thierry Comlan Marc Medehouenou, Pierre Ayotte, Pierre‐Hugues Carmichael, Edeltraut Kröger, René Verreault, Joan Lindsay +4 more
2019· article· en· Environmental Health· Environmental Science
distilled prediction:candidate · noneconsensus · none
60
citations
aboutno affunlabeled
Xenoestrogenic activity in blood of European and Inuit populations
Eva Cecilie Bonefeld‐Jørgensen, Philip S. Hjelmborg, Thayaline S Reinert, Birgitte S Andersen, Vladimir Lesovoy, Christian Lindh +7 more
2006· article· en· Environmental Health· Environmental Science
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Occupational cancer in developed countries
Aaron Blair, Loraine D. Marrett, Laura Beane Freeman
2011· article· en· Environmental Health· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
aboutno affunlabeled
Dioxin-like activities in serum across European and Inuit populations
Manhai Long, Birgitte S Andersen, Christian Lindh, Lars Hagmar, Aleksander Giwercman, Gian Carlo Manicardi +7 more
2006· article· en· Environmental Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
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How this was built: Screen · Findings · About