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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 3 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.

venueno affunlabeled
Doctors dissect medicine’s bullying problem
2017· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
A Blairite before Blair?
2005· article· de· BMJ· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Mixed-sex wards – a surgeon's view
2009· article· en· Bulletin of The Royal College of Surgeons of England· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Authors' reply
2003· article· pt· Diabetologia· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1
citations
venueno affunlabeled
Caution: elopement risk
2006· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
A kinder, gentler age
2005· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Douglas Booth Craig, MD, FRCPC
2024· editorial· fr· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
1
citations
aboutno affunlabeled
Looking back on 40 years of <i><scp>JAN</scp></i>
2016· editorial· en· Journal of Advanced Nursing· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
affaboutunlabeled
Covid-19 Policy Response Canadian tracker
2023· dataset· en· Harvard Dataverse· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1
citations
affunlabeled
The Intersection of Identities
2021· letter· en· American Journal of Physical Medicine & Rehabilitation· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
1
citations
affvenueno abstractunlabeled
How to help the unmatched medical student
2023· article· en· Canadian Medical Education Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
1
citations
venueaboutno affunlabeled
Should Canada aim for #CovidZero?
2020· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
afffundunlabeled
Reply to Vanhems et al
2014· letter· fr· Infection Control and Hospital Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
aboutno affunlabeled
WUWHS 2012 — Better care, better life
2012· editorial· en· Journal of Wound Care· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
venueaboutno affunlabeled
Rethink weight limits on morning-after pill
2015· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
afffundvenueaboutunlabeled
Trends colliding
2025· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
Junior doctors may strike in the UK
2015· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
1
citations
affunlabeled
Reason for rage
2013· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
Response: caught between two world views
2011· letter· en· Indian Journal of Medical Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
1
citations
affno abstractunlabeled
Obstetric Staffing Challenges
2005· article· en· AWHONN Lifelines· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affvenueunlabeled
BMA votes to end investment in fossil fuels
2014· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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