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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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Healthcare Quality and Management
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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.

856 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.
856 works in the cohort · of 4,299,418page 8 of 18

Labels cover 4 of 856 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 856 of 856 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueaboutno affunlabeled
The view from the North
Wayne Kondro
2012· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
3
citations
afffundaboutunlabeled
Making quality improvement stick and stay
Lynda Weaver, Isabelle Bossé, Dionne Sinclair, Bernard R. Blais, José Pereira
2015· review· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
3
citations
affunlabeled
Medical revalidation: a route to excellence?
Ian Starke
2012· article· en· British Journal of Hospital Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Overview of (inter)national accreditation in Brazil
Júlia Nogueira Treib, Ana María Müller de Magalhães, Silvia Cristina Garcia Carvalho, Victória Gabech Seeger, Amanda da Silveira Barbosa, João Lucas Campos de Oliveira
2022· article· en· Escola Anna Nery· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
aboutno affunlabeled
Managing a Canadian Healthcare Strategy
Nossal A. Scott Carson, Kim Richard
2017· book· en· McGill-Queen's University Press eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · research_integrity
3
citations
affvenueaboutunlabeled
National Agenda: Local Leadership
Larry Ohlhauser, Donald Schurman
2001· letter· en· A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
3
citations
venueno affno abstractunlabeled
The Anatomy of Accreditation
James E. Prier
2009· article· en· Journal of Veterinary Medical Education· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
affvenueaboutunlabeled
Tough choices: private sale of drugs in public hospitals
Colleen M. Flood, Lorian Hardcastle
2010· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
The Best of Both Models
Laurel Giasson
2019· article· en· The Health Care Manager· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
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