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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
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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 7 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
Poor health workforce planning is costly, risky and inequitable
2019· review· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
33
citations
afffundno abstractunlabeled
Racialised people in clinical guideline panels
2022· letter· en· The Lancet· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
32
citations
affvenueaboutno abstractunlabeled
Retaining Public Health Nurses in Rural British Columbia
2004· article· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
31
citations
affvenueaboutunlabeled
What to do about the Canadian Resident Matching Service
2017· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
31
citations
affaboutunlabeled
Four persistent rural healthcare challenges
2016· review· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
30
citations
affno abstractunlabeled
Nursing workforce: A special issue
2009· editorial· en· International Journal of Nursing Studies· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
30
citations
afffundaboutunlabeled
Rural Health Research in Canada: At the Crossroads
2000· article· en· Australian Journal of Rural Health· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
30
citations
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