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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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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
aboutaboutness

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 16 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.

venueaboutno affunlabeled
Match or mismatch?
Gary S. Silverman
2004· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
12
citations
affunlabeled
Global Health Worker Migration
Margaret Walton‐Roberts
2023· book· en· Cambridge University Press eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
12
citations
afffundvenueaboutunlabeled
LPN Perspectives of Factors that Affect Nurse Mobility in Canada
Alexandra Harris, Linda M. Hall, Sheri Price, Michelle Lalonde, Gavin J. Andrews, Sandra MacDonald‐Rencz
2013· article· en· Nursing leadership· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affno abstractunlabeled
Transition to practice
Elizabeth Shouldice
2009· article· en· Canadian Journal of Emergency Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affvenueaboutunlabeled
Strategic Workforce Planning for Health Human Resources
Andrea Baumann, Mary Crea‐Arsenio, Noori Akhtar‐Danesh, Bonnie Fleming‐Carroll, Mabel Hunsberger, Margaret Keatings +2 more
2016· article· en· Canadian Journal of Nursing Research· Health Professions
distilled prediction:candidate · stsconsensus · none
12
citations
aboutno affunlabeled
Canadian-Trained Nurses in North Carolina
George H. Pink, Linda M. Hall, Peggy Leatt
2004· article· en· Healthcare Quarterly· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Closing rural maternity services: Is it worth the risk?
Stefan Grzybowski, Jude Kornelsen, Lesley Barclay
2016· article· fr· PubMed· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
11
citations
affaboutunlabeled
Nursing Human Resource Planning in Alberta: What Went Wrong?
Shannon D. Scott, Carole A. Estabrooks, Daniel Cohn, Carolee Pollock
2002· article· en· Policy Politics & Nursing Practice· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
11
citations
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How this was built: Screen · Findings · About