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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
fundfunder
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 4 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.

fundno affunlabeled
Winter mortality in a warming climate: a reassessment
Kristie L. Ebi, David Mills
2013· article· en· Wiley Interdisciplinary Reviews Climate Change· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
113
citations
fundno affunlabeled
American Thoracic Society Member Survey on Climate Change and Health
Mona Sarfaty, Brittany Bloodhart, Gary Ewart, George D. Thurston, John R. Balmes, Tee L. Guidotti +1 more
2014· article· en· Annals of the American Thoracic Society· Environmental Science
distilled prediction:candidate · noneconsensus · none
112
citations
affno abstractunlabeled
A systematic review of ambient heat and sleep in a warming climate
Guillaume Chevance, Kelton Minor, Constanza Vielma, Emmanuel Campi, Cristina O’Callaghan‐Gordo, Xavier Basagaña +2 more
2024· review· en· Sleep Medicine Reviews· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
112
citations
afffundaboutunlabeled
Heat exposure in the Canadian workplace
Ollie Jay, Glen P. Kenny
2010· review· en· American Journal of Industrial Medicine· Environmental Science
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
111
citations
affunlabeled
The tragedy of climate change science
Bruce Glavovic, Timothy F. Smith, Iain White
2021· article· en· Climate and Development· Environmental Science
distilled prediction:candidate · noneconsensus · none
109
citations
fundno affno abstractunlabeled
Getting strategic about the environment and health
G.P. Morris, S.A. Beck, Phil Hanlon, R. Robertson
2006· article· en· Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
109
citations
afffundaboutunlabeled
Health Care Facilities Resilient to Climate Change Impacts
Jaclyn Paterson, Peter Berry, Kristie L. Ebi, Linda Varangu
2014· article· en· International Journal of Environmental Research and Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
107
citations
afffundunlabeled
Public Health Adaptation to Climate Change in OECD Countries
Stéphanie Austin, Robbert Biesbroek, Lea Berrang‐Ford, James D. Ford, Stephen Parker, Manon Fleury
2016· article· en· International Journal of Environmental Research and Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
106
citations
afffundno abstractunlabeled
Should electric fans be used during a heat wave?
Ollie Jay, Matthew N. Cramer, Nicholas Ravanelli, Simon Hodder
2014· article· en· Applied Ergonomics· Environmental Science
distilled prediction:candidate · noneconsensus · none
103
citations
afffundaboutunlabeled
Health impacts of the July 2010 heat wave in Québec, Canada
Ray Bustinza, Germain Lebel, Pierre Gosselin, Diane Bélanger, Fateh Chebana
2013· article· en· BMC Public Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
101
citations
affunlabeled
Sustainability in Dentistry: A Multifaceted Approach Needed
Brett Duane, Rachel Stancliffe, Fiona A. Miller, Jodi D. Sherman, Eleni Pasdeki-Clewer
2020· article· en· Journal of Dental Research· Environmental Science
distilled prediction:candidate · noneconsensus · none
96
citations

How this was built: Screen · Findings · About