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

709 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.
709 works in the cohort · of 4,299,418page 1 of 15

Labels cover 0 of 709 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 709 of 709 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Rotenone, Paraquat, and Parkinson’s Disease
Caroline M. Tanner, Freya Kamel, G. Webster Ross, Jane A. Hoppin, Samuel M. Goldman, Monica Korell +14 more
2011· article· en· Environmental Health Perspectives· Medicine
distilled prediction:candidate · noneconsensus · none
1,456
citations
afffundunlabeled
Critical Review of Health Impacts of Wildfire Smoke Exposure
Colleen E. Reid, Michael Bräuer, Fay H. Johnston, Michael Jerrett, John R. Balmes, Catherine T. Elliott
2016· review· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1,387
citations
affunlabeled
Estimated Global Mortality Attributable to Smoke from Landscape Fires
Fay H. Johnston, Sarah B. Henderson, Yang Chen, James T. Randerson, Miriam E. Marlier, Ruth DeFries +3 more
2012· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
897
citations
afffundaboutunlabeled
A Cohort Study of Traffic-Related Air Pollution Impacts on Birth Outcomes
Michael Bräuer, Cornel Lencar, Lillian Tamburic, Mieke Koehoorn, Paul A. Demers, Catherine J. Karr
2008· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
621
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
aboutno affunlabeled
The Toxicity Data Landscape for Environmental Chemicals
Richard Judson, Ann Richard, David J. Dix, Keith A. Houck, Matthew T. Martin, Robert J. Kavlock +7 more
2008· review· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
508
citations
affunlabeled
Prenatal Bisphenol A Exposure and Early Childhood Behavior
Joe M. Braun, Kimberly Yolton, Kim N. Dietrich, Richard Hornung, Xiaoyun Ye, Antonia M. Calafat +1 more
2009· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · noneconsensus · none
483
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
E-Waste and Harm to Vulnerable Populations: A Growing Global Problem
Michelle Heacock, Carol Bain Kelly, Kwadwo Ansong Asante, Linda S. Birnbaum, Åke Bergman, Marie-Noel Bruné +16 more
2015· review· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
399
citations
fundno affunlabeled
Health and environmental consequences of the world trade center disaster.
Philip J. Landrigan, Paul J. Lioy, George D. Thurston, Gertrud S. Berkowitz, Lung‐Chi Chen, Steven N. Chillrud +7 more
2004· review· en· Environmental Health Perspectives· Health Professions
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
381
citations
affunlabeled
Listing Occupational Carcinogens
Jack Siemiatycki, Lesley Richardson, Kurt Straíf, Benoit Latreille, Ramzan Lakhani, Sally Campbell +2 more
2004· article· en· Environmental Health Perspectives· Medicine
distilled prediction:candidate · noneconsensus · none
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
Meeting Report: Atmospheric Pollution and Human Reproduction
Rémy Slama, Lyndsey A. Darrow, Jennifer D. Parker, Tracey J. Woodruff, Matthew J. Strickland, Mark Nieuwenhuijsen +10 more
2008· article· en· Environmental Health Perspectives· Environmental Science
distilled prediction:candidate · stsconsensus · none
323
citations

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