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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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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 13 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.

aboutno affunlabeled
Rural surgical services in two Canadian provinces.
Stuart Iglesias, Joshua Tepper, Erik Ellehoj, Brendan Barrett, Peter Hutten‐Czapski, Kir Luong +1 more
2006· article· en· PubMed· Health Professions
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
The world expected more of Canada
Jocalyn Clark, Sharon E. Straus, Adam R. Houston, Kamran Abbasi
2023· editorial· en· BMJ· Health Professions
distilled prediction:candidate · noneconsensus · none
16
citations
affaboutunlabeled
Rural Nuring in Canada: A Voice Unheard
Deirdre Jackman, Florence Myrick, Olive Yonge
2010· article· en· Online Journal of Rural Nursing and Health Care· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
16
citations
aboutno affunlabeled
Skilled Health Workforce Emigration
Rohina Joshi, Kenneth Yakubu, Vikash Ranjan Keshri, Vivekanand Jha
2023· article· en· Mayo Clinic Proceedings· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
16
citations
venueno affno abstractunlabeled
Rural Nursing: Aspects of Practice
Mary E. Andrews
2010· article· en· Canadian Journal of Nursing Research· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
15
citations
affno abstractunlabeled
Case study methodology in nurse migration research: An integrative review
Michelle Freeman, Andrea Baumann, Anita Fisher, Jennifer Blythe, Noori Akhtar‐Danesh
2012· review· en· Applied Nursing Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
15
citations

How this was built: Screen · Findings · About