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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.

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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.

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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.

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 1 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.

aboutno affunlabeled
The cost of work-related stress to society: A systematic review.
Juliet Hassard, Kevin Teoh, Gintare Visockaite, Philip Dewe, Tom Cox
2017· review· en· Journal of Occupational Health Psychology· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
656
citations
affunlabeled
Introduction to special issue on burnout and health
Wilmar B. Schaufeli, Esther R. Greenglass
2001· article· en· Psychology and Health· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
600
citations
afffundaboutunlabeled
The Third Version of the Copenhagen Psychosocial Questionnaire
Hermann Burr, Hanne Berthelsen, Salvador Moncada, Matthias Nübling, Émilie Dupret, Yücel Demıral +9 more
2019· article· en· Safety and Health at Work· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
498
citations
fundno affunlabeled
Global, regional, and national burdens of ischemic heart disease and stroke attributable to exposure to long working hours for 194 countries, 2000–2016: A systematic analysis from the WHO/ILO Joint Estimates of the Work-related Burden of Disease and Injury
Frank Pega, Bálint Náfrádi, Natalie C. Momen, Yuka Ujita, Kai Nino Streicher, Annette Prüss‐Üstün +10 more
2021· article· en· Environment International· Health Professions
distilled prediction:candidate · noneconsensus · none
408
citations
afffundunlabeled
Work strain, health, and absenteeism: A meta-analysis.
Wendy Darr, Gary Johns
2008· review· en· Journal of Occupational Health Psychology· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
369
citations
affvenueaboutunlabeled
Building healthy workplaces: What we know so far.
E. Kevin Kelloway, Arla L. Day
2005· article· en· Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · sts
251
citations
affunlabeled
Reliability and Validity of the Stanford Presenteeism Scale
Robin S. Turpin, Ronald J. Ozminkowski, Claire Sharda, James J. Collins, Marc L. Berger, Gary M. Billotti +3 more
2004· article· en· Journal of Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
246
citations
aboutno affunlabeled
Sickness, Disability and Work: Breaking the Barriers
2010· book· en· OECD Publishing eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
227
citations
affunlabeled
Burden of Diabetes on the Ability to Work
Marie-Claude Breton, Line Guénette, Mohamed Amiche, Jeanne-Françoise Kayibanda, Jean‐Pierre Grégoire, Jocelyne Moisan
2013· review· en· Diabetes Care· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
181
citations
affunlabeled
Mental Health in the Workplace
E. Kevin Kelloway, Jennifer K. Dimoff, Stephanie Gilbert
2022· article· en· Annual Review of Organizational Psychology and Organizational Behavior· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
179
citations
affno abstractunlabeled
Improving Return to Work Research
Glenn Pransky, Robert J. Gatchel, Steven J. Linton, Patrick Loisel
2005· article· en· Journal of Occupational Rehabilitation· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
177
citations
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