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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
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venuejournal
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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.

482 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.
482 works in the cohort · of 4,299,418page 9 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
In Reply
Jennifer A. Hutcheon, Lisa M. Bodnar, Hyagriv N. Simhan
2015· letter· en· Obstetrics and Gynecology· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · research_integrity
0
citations
affunlabeled
Greek nurses reach
Jasmine Malone
2012· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Ten health stories that mattered: Feb. 17–21
Roger Collier
2014· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(11)70512-9
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
"Is there a doctor on the plane"?
Natalie Ward
2005· article· fr· PubMed· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
We want more than fair pay
Beverly Malone
2001· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Opening doors to job equality
Petra Kendall-Raynor
2013· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Ten million and counting
Vincent Hanlon
2023· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s1544-8800(08)70285-9
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
WANT TO LOSE WEIGHT?
2011· review· en· Gastroenterology Nursing· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Authors’ reply
Daryl Ramai
2021· article· en· Annals of Gastroenterology· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
John Denstedt, MD, FRCSC
John D. Denstedt
2025· article· en· The Journal of Urology· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Unprecedented UK junior doctors’ strike action
Owen Dyer
2016· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Creating space
Kimberly McRae
2022· letter· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affunlabeled
Readers panel - Reviews, we have had aplenty
Julie Clarke, Paul Jebb, Julie Harrison, Chris Barber
2007· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10 health stories that mattered: May 26–30
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
NHS England aims to increase transparency
Roger Collier
2016· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Entertaining fascism?
Dave Holmes, Stuart J. Murray, Amélie Perron, Geneviève Rail
2006· article· en· International Journal of Evidence-Based Healthcare· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Treatment across Europe
Susan Williams
2008· article· en· Nursing Management· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
0
citations
affunlabeled
Making sure staff measure up
Nicola Davis-Job
2014· article· en· Emergency Nurse· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Medicare for all-good idea or political death?
Robbins RA, Wang AC
2019· article· en· Southwest Journal of Pulmonary and Critical Care· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Pressure politics
Beverly Malone
2002· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Carolyn Callaghan—stop stepping down!
Paul M. Catling
2021· article· en· The Canadian Field-Naturalist· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Susan Williams - International outlook
Susan D Williams
2015· article· en· Nursing Management· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
FROM BENCH TO BEDSIDE: A SNAIL IN TREACLE?
Christopher H. Hawkes, Gavin Giovannoni, Michael Levy, Ann Ming Yeh
2024· editorial· en· Multiple Sclerosis and Related Disorders· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Authors′ reply
Anil Kishen, Annie Shrestha, M. Tahir, Jayshree Hegde, Amir Azarpazhooh
2012· article· en· Journal of Conservative Dentistry· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Ask the experts
2009· article· en· Nursing Management· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Tribute: Brenda Ecclestone
2019· article· en· Pharmaceutical journal/˜The œpharmaceutical journal· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
How I got over the Christmas flu
W. H. Eaton
2004· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(11)70709-8
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
James Adam Bain, MD, FRCPC
Michael Wong
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
0
citations
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