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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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Occupational and Environmental Medicine
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Retraction
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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
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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.

432 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.
432 works in the cohort · of 4,299,418page 4 of 9

Labels cover 3 of 432 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 432 of 432 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Haloacetic acids in drinking water and risk for stillbirth
Will D. King, Linda Dodds, A C Allen, B. Anthony Armson, Deshayne B. Fell, Carl Nimrod
2005· article· en· Occupational and Environmental Medicine· Environmental Science
distilled prediction:candidate · noneconsensus · none
28
citations
affunlabeled
Is burn-out finally a disease or not?
Quentin Durand‐Moreau
2019· letter· en· Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
24
citations
aboutno affunlabeled
Effect of retirement on cognitive function: a systematic review and meta-analysis
Celia Álvarez‐Bueno, Iván Cavero‐Redondo, Estela Jiménez‐López, María Eugenia Visier‐Alfonso, Irene Sequí‐Domínguez, Vicente Martínez‐Vizcaíno
2020· review· en· Occupational and Environmental Medicine· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
afffundaboutunlabeled
Cancer risk among firefighters and police in the Ontario workforce
Jeavana Sritharan, Tracy L Kirkham, Jill MacLeod, Niki Marjerrison, Ashley Lau, Mamadou Dakouo +4 more
2022· article· en· Occupational and Environmental Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
fundno affunlabeled
Night shift work and stomach cancer risk in the MCC-Spain study
Georgina Gyarmati, Michelle C. Turner, Gemma Castaño‐Vinyals, Ana Espinosa, Kyriaki Papantoniou, Juan Alguacil +14 more
2016· article· en· Occupational and Environmental Medicine· Neuroscience
distilled prediction:candidate · noneconsensus · none
22
citations

How this was built: Screen · Findings · About