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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 6 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
Health impacts of climate change on smallholder farmers
Byomkesh Talukder, Gary W. van Loon, Keith W. Hipel, Sosten Chiotha, James Orbinski
2021· review· en· One Health· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
74
citations
fundno affunlabeled
Mental health and the global climate crisis
Carlos Corvalán, Brandon Gray, Elena Villalobos Prats, Aderita Sena, Fahmy Hanna, Diarmid Campbell‐Lendrum
2022· article· en· Epidemiology and Psychiatric Sciences· Environmental Science
distilled prediction:candidate · stsconsensus · none
74
citations
affno abstractunlabeled
No time to lose – Green the cities now
Matilda van den Bosch, Mark Nieuwenhuijsen
2016· article· en· Environment International· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
73
citations
afffundno abstractunlabeled
Enabling local public health adaptation to climate change
Stéphanie Austin, James D. Ford, Lea Berrang‐Ford, Robbert Biesbroek, Nancy A. Ross
2018· article· en· Social Science & Medicine· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
73
citations
affaboutunlabeled
Weather, Chinook, and Stroke Occurrence
Thalia S. Field, Michael D. Hill
2002· article· en· Stroke· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
73
citations
afffundvenueaboutunlabeled
Do older adults experience greater thermal strain during heat waves?
Jill M. Stapleton, Joanie Larose, Christina Simpson, Andreas D. Flouris, Ronald J. Sigal, Glen P. Kenny
2013· article· en· Applied Physiology Nutrition and Metabolism· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
72
citations
fundno affunlabeled
Climate Change. A Global Threat to Cardiopulmonary Health
Mary B. Rice, George D. Thurston, John R. Balmes, Kent E. Pinkerton
2014· review· en· American Journal of Respiratory and Critical Care Medicine· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations
affaboutunlabeled
Carbon-neutral medical conferences should be the norm
Olena Zotova, Claudel Pétrin-Desrosiers, Anya Göpfert, Maria van Hove
2020· article· en· The Lancet Planetary Health· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affunlabeled
Protecting Cardiovascular Health From Wildfire Smoke
Michael Hadley, Sarah B. Henderson, Michael Bräuer, Rajesh Vedanthan
2022· review· en· Circulation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
67
citations
affunlabeled
Climate Change and Health: Transcending Silos to Find Solutions
Catherine Machalaba, Cristina Romanelli, Peter Stoett, Sarah E. Baum, Timothy Bouley, Peter Daszak +1 more
2015· review· en· Annals of Global Health· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
67
citations
afffundaboutunlabeled
Elevated outdoor temperatures and risk of stillbirth
Nathalie Auger, William D. Fraser, Audrey Smargiassi, Marianne Bilodeau‐Bertrand, Tom Kosatsky
2016· article· en· International Journal of Epidemiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
65
citations

How this was built: Screen · Findings · About