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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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Air Quality and Health Impacts
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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
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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

4,248 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
4,248 works in the cohort · of 4,299,418page 1 of 85

Labels cover 14 of 4,248 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 4,248 of 4,248 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pollution and health: a progress update
2022· review· en· The Lancet Planetary Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2,006
citations
affunlabeled
Long-Term Ozone Exposure and Mortality
2009· article· en· New England Journal of Medicine· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,641
citations
affunlabeled
Woodsmoke Health Effects: A Review
2006· review· en· Inhalation Toxicology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1,575
citations
affno abstractunlabeled
Health effects of air pollution
2004· review· en· Journal of Allergy and Clinical Immunology· Environmental Science
distilled prediction:candidate · noneconsensus · none
931
citations
afffundno abstractunlabeled
Air Pollution and Noncommunicable Diseases
2018· review· en· CHEST Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
553
citations

How this was built: Screen · Findings · About