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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.

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 cost, quality, practices
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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.

1,204 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.
1,204 works in the cohort · of 4,299,418page 10 of 25

Labels cover 31 of 1,204 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 1,204 of 1,204 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Research fraud: Why nurses should become aware
Joyce Kenkre, Martin Semple
2003· article· en· Journal of Research in Nursing· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
4
citations
affunlabeled
Current Global Trends in Medical Professionalism
Jeff Blackmer
2009· article· en· World Medical & Health Policy· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
4
citations
afffundno abstractunlabeled
De-implementation to reduce coercive practices in mental health care
Sophie Sergerie‐Richard, Marie‐Hélène Goulet, Alexandre Dumais, Catherine Hinse, Guillaume Fontaine
2024· letter· en· The Lancet Psychiatry· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
Blunt Policy Instruments Deliver Blunt Policy Outcomes
Beverley M. Essue, Stephen Birch
2016· letter· en· Medical Care· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
4
citations
affno abstractgemma · no categorygpt · no categorymodels agree
Choosing wisely 10 years later: reflection and looking ahead
Moriah Ellen, Luís Cláudio Lemos Correia, Wendy Levinson
2023· article· en· BMJ evidence-based medicine· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
4
citations
affaboutunlabeled
Clinical Experience and Quality of Health Care
Geoffrey R. Norman, Kevin W. Eva
2005· letter· en· Annals of Internal Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
4
citations
affvenueno abstractunlabeled
Choosing Wisely—Bloodwork for Preeclampsia
Venu Jain
2018· article· en· Journal of Obstetrics and Gynaecology Canada· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
4
citations
affunlabeled
Is There a Conflict of Interest?
Shiphra Ginsburg, Wendy Levinson
2017· article· en· JAMA· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
affno abstractunlabeled
Encouraging a bare minimum while striving for the gold standard: a response to the updated WHO–WFSA guidelines
Simon Hendel, Paulin Banguti, Rediet Shimeles Workneh, Emília Pinto, Tom Coonan, Robert Neighbour +3 more
2018· letter· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
3
citations
affvenueunlabeled
Reduce unnecessary routine vitamin D testing
Alexander Singer, Christopher McChesney
2023· article· en· Canadian Family Physician· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
3
citations
affunlabeled
‘Choosing Wisely’ culture among Brazilian cardiologists
Luis Correia, Guilherme Brauner Barcellos, Vitor Calixto, André Volschan, José Augusto Barreto‐Filho, Renato D. Lópes +3 more
2018· article· en· International Journal for Quality in Health Care· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
3
citations
affaboutunlabeled
Making it easier to ‘choose wisely’
Jeremy Friedman, Sanjay Mahant
2017· article· en· Paediatrics & Child Health· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
3
citations
venueno affno abstractunlabeled
The cornerstone of medical care
Antonio Yaghy
2023· article· en· Canadian Medical Education Journal· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
3
citations

How this was built: Screen · Findings · About