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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
aboutaboutness

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 2 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.

affno abstractunlabeled
Increasing ambient temperature reduces emotional well-being
Clemens Noelke, Mark E. McGovern, Daniel J. Corsi, Marcia Pescador Jimenez, Ari Stern, Ian Sue Wing +1 more
2016· article· en· Environmental Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
245
citations
affunlabeled
Rapid increase in the risk of heat-related mortality
Samuel Lüthi, Christopher Fairless, Erich Fischer, Noah Scovronick, Ben Armstrong, Micheline de Sousa Zanotti Stagliorio Coêlho +13 more
2023· article· en· Nature Communications· Environmental Science
distilled prediction:candidate · noneconsensus · none
228
citations
affunlabeled
The Effects of Changing Weather on Public Health
Jonathan A. Patz, David Engelberg, John M. Last
2000· review· en· Annual Review of Public Health· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
225
citations
affunlabeled
The determinants of planetary health: an Indigenous consensus perspective
Nicole Redvers, Yuria Celidwen, Clinton Schultz, Ojistoh Horn, Cicilia Githaiga, Melissa Vera +7 more
2022· review· en· ResearchOnline@ND (The University of Notre Dame)· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
218
citations
affunlabeled
Detecting and Attributing Health Burdens to Climate Change
Kristie L. Ebi, Nicholas H. Ogden, Jan C. Semenza, Alistair Woodward
2017· review· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
215
citations
afffundunlabeled
Integrated Assessment of Urban Overheating Impacts on Human Life
Negin Nazarian, E. Scott Krayenhoff, Benjamin Bechtel, David M. Hondula, Riccardo Paolini, Jennifer Vanos +11 more
2022· article· en· Earth s Future· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
214
citations
affunlabeled
The 2003 European heat waves
Tom Kosatsky
2005· article· en· Eurosurveillance· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
213
citations
affunlabeled
Occupational Heat Stress and Kidney Health: From Farms to Factories
Fabiana Baggio Nerbass, Roberto Pecoits‐Filho, William F. Clark, Jessica M. Sontrop, Christopher W. McIntyre, Louise Moist
2017· review· en· Kidney International Reports· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
203
citations
afffundunlabeled
The status of climate change adaptation in Africa and Asia
James D. Ford, Lea Berrang‐Ford, Anna Bunce, Courtney McKay, Maya Irwin, Tristan Pearce
2014· article· en· Regional Environmental Change· Environmental Science
distilled prediction:candidate · noneconsensus · none
201
citations
affaboutunlabeled
Air Conditioning and Heat-related Mortality
Francesco Sera, Masahiro Hashizume, Yasushi Honda, Éric Lavigne, Joel Schwartz, Antonella Zanobetti +6 more
2020· article· en· Epidemiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
170
citations
afffundaboutunlabeled
Climate Change, Drought and Human Health in Canada
Anna Yusa, Peter Berry, June J. Cheng, Nicholas H. Ogden, Barrie Bonsal, Ronald E. Stewart +1 more
2015· review· en· International Journal of Environmental Research and Public Health· Environmental Science
distilled prediction:candidate · noneconsensus · none
168
citations
fundno affunlabeled
Solar radiation and human health
Asta Juzeniene, P. Brekke, Arne Dahlback, Stefan Andersson‐Engels, Jörg Reichrath, Kristin Moan +3 more
2011· article· en· Reports on Progress in Physics· Environmental Science
distilled prediction:candidate · noneconsensus · none
164
citations
afffundvenueunlabeled
Effect of ambient air pollution on the incidence of appendicitis
Gilaad G. Kaplan, Elijah Dixon, Remo Panaccione, Andrew Fong, Lawrence R. Chen, Mieczysław Szyszkowicz +6 more
2009· article· en· Canadian Medical Association Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
158
citations

How this was built: Screen · Findings · About