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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 Systems and Challenges
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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.

482 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
482 works in the cohort · of 4,299,418page 10 of 10

Labels cover 3 of 482 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 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Take courage
Zeba Arif
2013· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10 health stories that mattered: May 31–Jun.6
Roger Collier
2014· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
SOGC urges national enquiry into maternal deaths
Lauren Vogel
2017· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Where’s the logic?
Mike Travis
2007· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A century of stigma
Ian Hulatt
2016· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Dr. Barber replies
Claire Barber
2017· letter· en· The Journal of Rheumatology· Health Professions
distilled prediction:candidate · research_integrityconsensus · research_integrity
0
citations
affunlabeled
How has the NHS fared under blair?
Colin Parish
2007· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Commissioning
Sami Ahmed
2019· letter· en· British Journal of General Practice· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
aboutno affunlabeled
David Oliver: Targeting long hospital stays
David Oliver
2018· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueaboutno affunlabeled
Top court hears right-to-die appeal
Lauren Vogel
2014· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Her ICU bed
Han Yan, Keegan Guidolin
2018· article· en· Intensive Care Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Time for health care to be political
Edward J. Harvey
2022· editorial· en· Canadian Journal of Surgery· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Jamie William Jarvie Smith
Charles Petrie, Susan Jaye Pattullo
2001· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Trans health needs better inpatient services too
Eugene Y. H. Yeung, Roxanna S D Mohammed
2018· letter· en· BMJ· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affunlabeled
Opportunity knocks
Clare Jacobs
2010· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
COVID-19 Trials with Dr. Grant
Michael Grant
2021· article· en· Health Science Inquiry· Health Professions
distilled prediction:candidate · stsconsensus · none
0
citations
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