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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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Clinical practice guidelines implementation
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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.

2,993 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.
2,993 works in the cohort · of 4,299,418page 21 of 60

Labels cover 42 of 2,993 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 2,993 of 2,993 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Current clinical practice guidelines in atrial fibrillation: a review
José Gálvez-Olórtegui, Mayita Lizbeth Álvarez-Vargas, Tomas Gálvez-Olortegui, Armando Godoy-Palomino, Luis Arturo Camacho‐Saavedra
2016· review· en· Medwave· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
7
citations
affvenueaboutunlabeled
Development of clinical indicators for type 2 diabetes
Neil J. MacKinnon, Nicole R. Hartnell, Emily Black, Peggy Dunbar, Jeffrey Johnson, Susan Halliday-Mahar +2 more
2008· article· en· Canadian Pharmacists Journal / Revue des Pharmaciens du Canada· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Methodological assessment of Mexican Clinical Practice Guidelines: <scp>GRADE</scp> framework adherence and critical appraisal
Luis Enrique Colunga‐Lozano, Vilma Gerardo‐Morales, Giordano Pérez‐Gaxiola, Alan Omar Vázquez‐Álvarez, Leonardo Perales‐Guerrero, Ekatherina Yanowsky‐Ortega +6 more
2020· article· en· Journal of Evaluation in Clinical Practice· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch
6
citations
aboutno affunlabeled
Critical Appraisal of the Clinical Practice Guidelines for the Management of Dyslipidaemias: Lipid Modification to Reduce Cardiovascular Risk: European Society of Cardiology (ESC) and European Atherosclerosis Society (ESC/EAS) 2019 Guidelines
Eman Alhmoud, Raja Barazi, Amr Mohamed Fahmi, Abdullah Abdu, Alya Higazy, Maguy Saffouh El Hajj
2020· article· en· Journal of Pharmaceutical Health Services Research· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
6
citations
affno abstractunlabeled
The art of taking a history
Togas Tulandi, Robert W. Platt
2004· letter· en· Fertility and Sterility· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
RNAO's Best Practice Guidelines Program
Tazim Virani, Doris Grinspun
2007· article· en· Advances in Skin & Wound Care· Medicine
distilled prediction:candidate · metaresearchconsensus · none
6
citations
affaboutunlabeled
Clinical practice guidelines
Sheldon W. Tobe, Diane Hua, Patrick Twohig
2013· other· en· Hypertension· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
6
citations
afffundvenueunlabeled
Getting standardization right
Elise Paradis, Chanté De Freitas, Ruth Heisey, Karen Burrell, Lisa Fernandes, Jane D. McLeod +1 more
2021· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Letter to the Editor
Kathleen A. Martin Ginis
2016· letter· en· Journal of science and medicine in sport· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
How can Canadian guideline recommendations be tested?
Ananda Chatterjee, Onil Bhattacharyya, Navindra Persaud
2013· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
6
citations
affvenueno abstractunlabeled
Assessment of Medical Journal Quality
Richard N. Fedorak
2000· article· en· Canadian Journal of Gastroenterology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
Can global guidelines change health policy?
M. Fried, EMM Quigley, R H Hunt, Gordon Guyatt, Benjamin O. Anderson, DJ Bjorkman +7 more
2007· review· en· Nature Clinical Practice Gastroenterology &#38 Hepatology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
6
citations
affno abstractunlabeled
Challenges in guideline methodology
Sharon E. Straus, Sasha Shepperd
2011· article· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearchconsensus · metaresearch
6
citations
affvenueunlabeled
Rapid recommendations
Danielle O’Toole
2025· article· en· Canadian Family Physician· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
affvenueaboutunlabeled
Bone and Joint Health Strategic Clinical Network
Ania Kania‐Richmond, Jason Werle, Jill Robert
2019· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
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