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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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Global Health Workforce Issues
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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
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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.

3,522 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.
3,522 works in the cohort · of 4,299,418page 21 of 71

Labels cover 18 of 3,522 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 3,522 of 3,522 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueaboutunlabeled
Surgical training in Guyana: the next generation
Brian H. Cameron, Carlos Martı́n, Madan Rambaran
2015· article· en· Canadian Journal of Surgery· Health Professions
distilled prediction:candidate · noneconsensus · none
8
citations
aboutno affunlabeled
Mobility trends in Psychiatry trainees: an Italian perspective
Lia Orlando, Francesco Altamore, Claudia Palumbo, Mariana Pinto da Costa
2022· article· en· Rivista di psichiatria· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
WANTED: TRAINEES FOR RURAL PRACTICE
David Topps, James Rourke, Peter Newbery
2003· article· en· Australian Journal of Rural Health· Health Professions
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affvenueno abstractunlabeled
No. 282-Rural Maternity Care
Katherine Miller, Carol Couchie, William Ehman, Lisa Graves, Stefan Grzybowski, Jennifer Medves
2017· article· en· Journal of Obstetrics and Gynaecology Canada· Health Professions
distilled prediction:candidate · stsconsensus · none
7
citations
affvenueaboutunlabeled
Supporting (re) Entry to Professional Practice: The SEPP Project
Susan Baptiste, P. Clifford Blais, Christine L. Brenchley, Dorianne Sauvé, Patricia McMahon, Usha Rangachari
2010· article· en· Canadian Journal of Occupational Therapy· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
7
citations
affaboutunlabeled
Rural family medicine training site: Proposed framework.
Sarah Liskowich, Kathryn Walker, Nicolas Beatty, Peter Kapusta, Shari McKay, Vivian R. Ramsden
2015· article· en· PubMed· Health Professions
distilled prediction:candidate · noneconsensus · none
7
citations
affvenueno abstractunlabeled
SARS: Lessons Learned from a Provincial Perspective
Colin D’Cunha
2004· article· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
7
citations

How this was built: Screen · Findings · About