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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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Health, Environment, Cognitive Aging
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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.

1,205 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.
1,205 works in the cohort · of 4,299,418page 10 of 25

Labels cover 6 of 1,205 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 1,205 of 1,205 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Actionable Genotypes and Life Span in Iceland
2024· letter· en· New England Journal of Medicine· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
fundno affunlabeled
PUblications Metadata Augmentation (PUMA) pipeline
O. W. Butters, Rebecca Wilson, Hugh Garner, Thomas Burton
2021· preprint· en· F1000Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundno abstractunlabeled
Evaluating the harmonisation potential of diverse cohort datasets
Sarah Bauermeister, Mukta Phatak, Kelly Sparks, Lana Sargent, Michael Grizwold, Caitlin McHugh +10 more
2022· preprint· en· Research Square· Environmental Science
distilled prediction:candidate · open_science+insufficient_payloadconsensus · none
1
citations
affunlabeled
The Blockchain for Personalized Medicine
Jeandri Robertson, Alexander Hedlund, Jan Kietzmann, Christine Pitt, Amir Dabirian
2025· article· en· IT Professional· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Maternal reports of morbidity during the index ALSPAC pregnancy
Genette Ellis, Abigail Fraser, Jean Golding, Yasmin Iles‐Caven, Kate Northstone
2022· preprint· en· Wellcome Open Research· Environmental Science
distilled prediction:candidate · metaepi_narrow+open_science+research_integrity+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
The meteorology of the human body
Hannah Hoag
2009· article· en· Canadian Medical Association Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Oncogenetics of Lung Cancer Induced by Environmental Carcinogens
Victor D. Martínez, Adam P. Sage, Erin A. Marshall, Miwa Suzuki, Aaron A. Goodarzi, Graham Dellaire +1 more
2019· book-chapter· en· IntechOpen eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Translating lifestyle interventions for optimal brain health in Africa
Chinedu Udeh‐Momoh, Celeste A. de Jager Loots, Tamlyn Watermeyer, Udunna Anazodo, Catherine Ajalo, Edna Bosire +5 more
2025· review· en· Nature Reviews Neurology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
affaboutunlabeled
Mitochondria and Us: from exploration to global collective
Elio Caccavale, Michael Pierre Johnson, Sonya Brijbassi, Ana C. Andreazza, Kostas Tokatlidis
2022· article· en· The Biochemist· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Environnement et santé publique
Julio C. Soto, Juliana Ayres Hutter
2023· book-chapter· fr· Presses de l’EHESP eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
affaboutunlabeled
Play to cure: Genes in space
NachiketN Huilgol
2014· article· en· Journal of Cancer Research and Therapeutics· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About