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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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Workplace Health and Well-being
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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.

1,654 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.
1,654 works in the cohort · of 4,299,418page 13 of 34

Labels cover 5 of 1,654 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 1,654 of 1,654 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Employers’ Role in Employee Health
Jeffrey Pfeffer, Stacie Vilendrer, Grace Joseph, Jason Kim, Sara J. Singer
2020· article· en· Journal of Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Occupational Psychosocial Hazards Among the Emerging US Green Collar Workforce
Cristina A. Fernandez, Kevin Moore, Laura A. McClure, Alberto J. Caban‐Martinez, William G. LeBlanc, Lora E. Fleming +2 more
2016· article· en· Journal of Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
aboutno affunlabeled
Benefits of Paid Sick Leave During the COVID-19 Pandemic
Alison Thompson, Nathan M. Stall, Karen Born, Jennifer L. Gibson, Upton Allen, Jessica Hopkins +14 more
2021· report· en· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
15
citations
afffundunlabeled
Factors Associated With Short-Term Disability Episodes
Carolyn S. Dewa, Nancy Chau, Stanley W. Dermer
2009· article· en· Journal of Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Strategic Wellness Management in Finland
Ossi Aura, Guy Ahonen, Juhani Ilmarinen
2010· article· en· Journal of Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affvenueaboutunlabeled
Best Practices in Workplace Mental Health: An Area for Expanded Research
Barbara Everett
2004· letter· en· A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
14
citations
affunlabeled
Workers’ Perspectives on Vocational Rehabilitation Services
Shannon L. Wagner, Julie M. Wessel, Henry G. Harder
2011· article· en· Rehabilitation Counseling Bulletin· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
13
citations
afffundno abstractunlabeled
Integrative Prevention at Work: A Concept Analysis and Meta-Narrative Review
Alexandra Lecours, Marie-Ève Major, Valérie Lederer, Claude Vincent, Marie‐Ève Lamontagne, Andrée-Anne Drolet
2022· review· en· Journal of Occupational Rehabilitation· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations

How this was built: Screen · Findings · About