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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.

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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
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 8 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.

aboutno affunlabeled
Models of health system reform
David J. Hunter
2016· book-chapter· en· Policy Press eBooks· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
venueno affno abstractunlabeled
Three and a half minutes
Deanna Telner
2019· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Hit parade
2005· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Plastic Surgery on the Rise
Tracey A. Hotta
2011· editorial· en· Plastic Surgical Nursing· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0765-2046(97)80182-7
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Bleach / Fire Fallow
Andrea Charise
2020· article· en· Ars Medica· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Serena Williams prenancy photo a mistake
2017· other· en· Internet Archive (Internet Archive)· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affunlabeled
Taking stock
Stephen Griffin
2001· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Goldilocks and the Coronavirus
Daphna Grossman
2021· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Want to quit smoking? Call your surgeon
Heather Kent
2000· article· en· PubMed Central· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Map of opportunity
Susan Williams
2013· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1541-9800(06)71081-x
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s0765-2046(98)80167-6
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
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
affno abstractunlabeled
Why did 5th earl of derby die?
J M Davies, D.R. Davies.
2001· letter· en· The Lancet· Health Professions
distilled prediction:candidate · research_integrityconsensus · none
0
citations
affno abstractunlabeled
Authors' reply
Ian Colman, R. A Abbott, Peter B. Jones
2009· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s1544-8800(11)70402-x
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
It’s your move
Beverly Malone
2002· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Charles Taylor replies:
Charles Taylor
2010· article· en· New Blackfriars· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
NRR = not really relevant?
Lee D. Hager
2003· article· en· PubMed· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Supreme Court refuses to hear MD‚s infertility case
Donalee Moulton
2000· article· en· Europe PMC (PubMed Central)· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Under surveillance
Thelma Agnew
2005· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
GPhC receives ‘highest ever recorded’ number of concerns
2025· article· Pharmaceutical journal/˜The œpharmaceutical journal· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
0
citations
venueno affunlabeled
Words of truth
Israel Steiner
2004· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affRetractiongemma · research_integritygpt · research_integritymodels agree
Retracted Article in Reference Section
2020· erratum· en· JAMA Neurology· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affunlabeled
Missing Author Contributions
Kieran L. Quinn, Allan S. Detsky
2017· erratum· en· JAMA Internal Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
The Mad Women's Ball
Kyle Derkson
2021· article· en· Journal of Religion & Film· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Error in 2 Figures
Thomas Agoritsas, Arnaud Merglen, Gordon Guyatt
2017· erratum· en· JAMA· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
venueno affno abstractunlabeled
10.1016/s1558-0164(13)70002-6
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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