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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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Journal of Occupational and Environmental Medicine
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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
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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.

503 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.
503 works in the cohort · of 4,299,418page 9 of 11

Labels cover 0 of 503 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 503 of 503 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Safety of Qualitative Fit-Testing
Sami Youakim
2005· letter· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Wind Turbines and Adverse Health Effects
Murray May, Robert Y. McMurtry
2015· letter· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
On the Frontlines in Shanghai
Zhimin Xu, Xia Liu, Gabriela Lima de Melo Ghisi, Lixian Cui, Sherry L. Grace
2023· article· en· Journal of Occupational and Environmental Medicine· Psychology
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Emotional Exhaustion in Healthcare Workers
Sundus Siddique, Rebecca Gore, Yuan Zhang, Laura Punnett
2024· article· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Workers??? Compensation Claims From Latex Glove Use
Edward L. Petsonk, Gary M. Liss
2001· letter· en· Journal of Occupational and Environmental Medicine· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
2
citations
afffundaboutunlabeled
Work Disability Duration Among Mobile Workers
Robert Macpherson, Lillian Tamburic, Barbara Neis, Chris McLeod
2024· article· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Men in Rural and Remote Locations
Laura C. Dale, Samantha Hartley-Folz, Fionna Blackman, Barbara Dobson, Carolyn Gotay
2016· letter· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Secondary Prevention of Work-Exacerbated Asthma
Jacques A. Pralong, Grégory Moullec, Victor Dorribo, Catherine Lemière, Eva Suarthana
2014· letter· en· Journal of Occupational and Environmental Medicine· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Occupations Associated With Poor Cardiovascular Health in Women
Bede N. Nriagu, Ako Adams Ako, Conglong Wang, Anneclaire J. De Roos, Robert B. Wallace, Matthew Allison +2 more
2021· article· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Occupations Associated with Poor Cardiovascular Health in Women
Bede N. Nriagu, Ako A. Ako, Conglong Wang, Anneclaire J. De Roos, Robert B. Wallace, Matthew Allison +2 more
2021· article· en· Journal of Occupational and Environmental Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
The Impact of SARS-CoV-2 on Work Absence
Dominic Etli, Antonina Wiewior, Ken Locke, Nicholas Bullock
2024· article· en· Journal of Occupational and Environmental Medicine· Psychology
machine prediction:candidate · noneconsensus · none
1
citations

How this was built: Screen · Findings · About