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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
fundfunder
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 25 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.

venueno affunlabeled
Post-Graduate Urology Training in Low- and Middle-Income Countries
Laith Baqain, Sanad Haddad, Ronny Baqain, Yaser El Hout, Mohammed Shahait
2024· article· en· Société Internationale d’Urologie Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
5
citations
affunlabeled
Putting the (R) Ural in Preceptorship
Deirdre Jackman, Florence Myrick, Olive Yonge
2012· article· en· Nursing Research and Practice· Health Professions
distilled prediction:candidate · metaresearch+stsconsensus · none
5
citations
aboutno affunlabeled
Working as a doctor in Canada
Helen Jones
2019· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affunlabeled
Nursing shortage more urgent than expected
Barbara Sibbald
2003· article· en· Europe PMC (PubMed Central)· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
affunlabeled
The future of nursing workforce research
Sean P. Clarke
2011· article· en· Journal of research in nursing· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · none
5
citations
affno abstractunlabeled
Rural physician scholars: archetypes creating change.
Wendy Graham, Shabnam Asghari, Thomas Heeley, Cheri Bethune
2018· article· fr· PubMed· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
5
citations
affvenueaboutunlabeled
Unmatched Canadian medical graduates
Sarah L. Silverberg, Kaylynn Purdy
2018· letter· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
5
citations
fundno affno abstractunlabeled
Is the PhD in nursing advancing or in retreat?
David R. Thompson, Hugh McKenna
2024· editorial· en· International Journal of Nursing Studies· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
5
citations
affunlabeled
Rural Medical Education in New Zealand
Heidi Mayer, Tia Renouf
2016· editorial· en· Cureus· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
5
citations
aboutno affunlabeled
Denying Visas to Doctors in the United States
Muhammad Hassan Majeed, Fahad Saeed
2017· letter· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
5
citations
affunlabeled
Estrategia para fortalecer las capacidades de investigación en salud en universidades públicas regionales: rol del canon y del Instituto Nacional de Salud
Franco Romaní, César Cabezas, Manuel Ignacio Martínez Espinoza, Gabriela Minaya, José Huaripata, Juan Manuel Ureta +7 more
2012· article· es· Revista Peruana de Medicina Experimental y Salud Pública· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
5
citations

How this was built: Screen · Findings · About