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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 2 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.

afffundvenueaboutunlabeled
Inappropriate use of clinical practices in Canada: a systematic review
Janet E. Squires, Danielle Cho-Young, Laura D. Aloisio, Robert Bell, Stephen Bornstein, Susan Brien +26 more
2022· review· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
64
citations
affunlabeled
A New Model for Medical Education
Allan S. Detsky, Amol A. Verma
2012· article· en· JAMA· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
62
citations
affunlabeled
The Disclosure Dilemma — Large-Scale Adverse Events
Denise M. Dudzinski, P. C. Hebert, Mary Beth Foglia, Thomas H. Gallagher
2010· article· en· New England Journal of Medicine· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
58
citations
afffundaboutunlabeled
Preoperative Laboratory Investigations
Kyle R. Kirkham, Duminda N. Wijeysundera, Ciara Pendrith, Ryan Ng, Jack V. Tu, Andrew Boozary +4 more
2016· article· en· Anesthesiology· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
57
citations
affaboutunlabeled
Choosing Wisely Canada
Marisa Leon-Carlyle, Raman Srivastava, Wendy Levinson
2015· letter· en· Academic Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
56
citations
affaboutno abstractunlabeled
Unnecessary Care in Canada
Katerina Gapanenko, David M. Lam, Michelle Parker, Jennifer D’Silva, Tracy Johnson
2017· article· en· Healthcare Quarterly· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
49
citations
fundno affno abstractunlabeled
Systems Delivery Innovation for Alzheimer Disease
Nicholas T. Bott, Clifford C. Sheckter, Daniel S. Yang, Stephanie Peters, Brian M. Brady, Scooter Plowman +5 more
2018· article· en· American Journal of Geriatric Psychiatry· Health Professions
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutunlabeled
Ten Principles for More Conservative, Care-Full Diagnosis
Gordon D. Schiff, Stephen A. Martin, David H. Eidelman, Lynn A. Volk, Elise Ruan, Christine K. Cassel +11 more
2018· article· en· Annals of Internal Medicine· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
42
citations
affno abstractunlabeled
Do emergency physicians know the costs of medical care?
Grant Innes, Eric Grafstein, Jonathan McGrogan
2000· article· en· Canadian Journal of Emergency Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
40
citations
affgpt · metaresearchgrok · metaresearchopus · metaresearchmodels split
UpToDate adherence to GRADE criteria for strong recommendations: an analytical survey
Thomas Agoritsas, Arnaud Merglen, Anja Fog Heen, Annette Kristiansen, Ignacio Neumann, Juan P. Brito +5 more
2017· article· en· BMJ Open· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
39
citations
affno abstractunlabeled
Editors’ Message: IAH at sixty
John Chilton, Ken Howard
2016· article· en· Hydrogeology Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
38
citations
affno abstractunlabeled
Evidence-based medicine in times of crisis
Benjamin Djulbegović, Gordon Guyatt
2020· article· en· Journal of Clinical Epidemiology· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch
38
citations
affunlabeled
Central role of laboratory medicine in public health and patient care
Pyper Olver, Mary Kathryn Bohn, Khosrow Adeli
2022· review· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
35
citations
affunlabeled
Determinants of the de-implementation of low-value care: a multi-method study
Jeanna Parsons Leigh, Emma E. Sypes, Sharon E. Straus, Danielle Demiantschuk, Henry Ma, Rebecca Brundin‐Mather +5 more
2022· review· en· BMC Health Services Research· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
35
citations
affunlabeled
Wickedness or folly? The ethics of NICE’s decisions
Karl Claxton, Anthony J. Culyer
2006· review· en· Journal of Medical Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
34
citations
affunlabeled
Overcoming Overuse: Improving Musculoskeletal Health Care
Joshua R Zadro, Simon Décary, Mary O’Keeffe, Zoe A Michaleff, Adrian C. Traeger
2020· editorial· en· Journal of Orthopaedic and Sports Physical Therapy· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
34
citations
aboutno affunlabeled
Where are the patients in the quality of health care?
Claire Brown
2007· editorial· en· International Journal for Quality in Health Care· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · metaresearch+research_integrity
33
citations
affunlabeled
A unifying framework for improving health care
Benjamin Djulbegović, Charles L. Bennett, Gordon Guyatt
2018· article· en· Journal of Evaluation in Clinical Practice· Health Professions
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
33
citations

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