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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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Climate Change 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
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venuejournal
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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.

2,980 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.
2,980 works in the cohort · of 4,299,418page 1 of 60

Labels cover 8 of 2,980 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 2,980 of 2,980 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Effects of Climate Change on Cardiac Health
Jonathan De Blois, Tord Kjellström, Stefan Agewall, Justin A. Ezekowitz, Paul W. Armstrong, Dan Atar
2015· review· en· Cardiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1,699
citations
affunlabeled
Heat Wave and Mortality: A Multicountry, Multicommunity Study
Yuming Guo, Antonio Gasparrini, Ben Armstrong, Benjawan Tawatsupa, Aurelio Tobı́as, Éric Lavigne +26 more
2017· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
585
citations
affaboutunlabeled
Temporal Variation in Heat–Mortality Associations: A Multicountry Study
Antonio Gasparrini, Yuming Guo, Masahiro Hashizume, Patrick L. Kinney, Elisaveta P. Petkova, Éric Lavigne +8 more
2015· review· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
472
citations
affunlabeled
Review Article
Tarik Benmarhnia, Séverine Deguen, Jay S. Kaufman, Audrey Smargiassi
2015· review· en· Epidemiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
379
citations
affaboutunlabeled
Temperature Variability and Mortality: A Multi-Country Study
Yuming Guo, Antonio Gasparrini, Ben Armstrong, Benjawan Tawatsupa, Aurelio Tobı́as, Éric Lavigne +17 more
2016· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
330
citations
affunlabeled
Beyond Mortality: Future Clinical Research in Acute Lung Injury
Roger G. Spragg, Gordon R. Bernard, William Checkley, J. Randall Curtis, Ognjen Gajić, Gordon Guyatt +11 more
2010· article· en· American Journal of Respiratory and Critical Care Medicine· Environmental Science
distilled prediction:candidate · stsconsensus · none
297
citations
affno abstractunlabeled
Climate Change, Physical Activity and Sport: A Systematic Review
Paquito Bernard, Guillaume Chevance, Célia Kingsbury, Aurélie Baillot, Ahmed Jérôme Romain, Virginie Molinier +2 more
2021· review· en· Sports Medicine· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
260
citations
afffundunlabeled
Indigenous Health and Climate Change
James D. Ford
2012· article· en· American Journal of Public Health· Environmental Science
distilled prediction:candidate · noneconsensus · none
259
citations
affaboutunlabeled
A framework to guide planetary health education
C. Guzmán, A. Alonso Aguirre, Barbara Astle, Enrique Barros, Brett R. Bayles, Moses John Chimbari +18 more
2021· article· en· The Lancet Planetary Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
250
citations
aboutno affunlabeled
Progress in Heat Watch–Warning System Technology
Scott C. Sheridan, Laurence S. Kalkstein
2004· article· en· Bulletin of the American Meteorological Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
247
citations

How this was built: Screen · Findings · About