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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 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.

285 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.
285 works in the cohort · of 4,299,418page 2 of 6

Labels cover 0 of 285 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 285 of 285 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Ageing workers with work-related musculoskeletal injuries
Fahad Saad Algarni, Douglas P. Gross, Ambikaipakan Senthilselvan, Michele C. Battié
2015· article· en· Occupational Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
34
citations
afffundaboutunlabeled
Cardiovascular disease risk in female firefighters
P Gendron, Claude Lajoie, Louis Laurencelle, François Trudeau
2018· article· en· Occupational Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
33
citations
affaboutunlabeled
Factors affecting work-related shoulder pain
Jeremy Beach, Ambikaipakan Senthilselvan, Nicola Cherry
2012· article· en· Occupational Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Morbidity in expatriates—a prospective cohort study
Dipti Patel, Charles J. Easmon, Paul T. Seed, Carol Dow, David Snashall
2006· article· en· Occupational Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
29
citations
affunlabeled
Vasospasm in the feet in workers assessed for HAVS
R. House, Depeng Jiang, Aaron Thompson, Tammy Eger, Kristine Krajnak, John T. Sauvé +1 more
2010· article· en· Occupational Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Systematic review: Lost-time injuries in the US mining industry
Behdin Nowrouzi‐Kia, Bhanu Sharma, Caroline Dignard, Zsuzsanna Kerekes, Jennifer Dumond, Anson Li +1 more
2017· review· en· Occupational Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
23
citations
afffundaboutunlabeled
Mortality and cancer incidence in a nickel cohort
Nancy Lightfoot, Colin Berriault, R Semenciw
2010· article· en· Occupational Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
aboutno affunlabeled
HIV and employment
C McGoldrick
2012· review· en· Occupational Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations
afffundunlabeled
Thenar hammer syndrome: a case report
Sami Youakim
2006· article· en· Occupational Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
19
citations

How this was built: Screen · Findings · About