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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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Clinical Medicine
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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.

76 results · 1 filter active ·
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20022025
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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.
76 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 76 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 76 of 76 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cardiology: hypertrophic cardiomyopathy
John Firth
2019· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · none
48
citations
affno abstractunlabeled
Allergy: the unmet need
TH Lee
2003· editorial· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
42
citations
fundno affno abstractunlabeled
Managing respiratory problems in athletes
James H. Hull, Les Ansley, Paula Robson‐Ansley, Jonathan P. Parsons
2012· article· en· Clinical Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
38
citations
aboutno affunlabeled
Hospital care and costs for homeless people
Barry McCormick, Jonathan White
2016· article· en· Clinical Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
Acute pain management for older adults
Faroakh Hosseini, Sophie Mullins, William Gibson, Miriam Thake
2022· article· en· Clinical Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
Renal disease and hypertension in pregnancy
Ines Palma-Reis, Alina Vais, Catherine Nelson‐Piercy, Anita Banerjee
2013· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
21
citations
affno abstractunlabeled
Gastrointestinal and liver disease in pregnancy
Charlotte Frise, Catherine Williamson
2013· article· en· Clinical Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
An update on mast cell disorders
H. Cookson, Clive Grattan
2016· article· en· Clinical Medicine· Immunology and Microbiology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
16
citations
affno abstractunlabeled
Fluid management on hospital medical wards
Richard Leach
2010· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
13
citations
affunlabeled
Endocrinology: phaeochromocytoma
John Firth
2019· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
10
citations
affno abstractunlabeled
Management of cutaneous T-cell lymphoma
Clive B. Archer, Chris Duhovic, Fiona Child, E. Mary Wain
2012· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
9
citations
affno abstractunlabeled
Recent advances in coeliac disease
Paul J. Ciclitira
2003· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affaboutunlabeled
Physician engagement: the Vancouver Medical Staff Association engagement charter
Simon W. Rabkin, Marshall Dahl, R. R. Patterson, Noa Mallek, Lynn Straatman, Andrew Pinfold +4 more
2019· review· en· Clinical Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
9
citations
affunlabeled
Is pulmonary embolism a chronic disease?
Gerard Gurumurthy, Lianna Reynolds, Kerstin de Wit, Lara N. Roberts, Jecko Thachil
2025· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
5
citations
aboutno affno abstractunlabeled
Modern management of obesity
Bhandari Sumer Aditya, John Wilding
2009· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Management of asthma in pregnancy
CE Jones, Yasmin Jamil
2024· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Imaging the gastrointestinal tract in 2008
Charlotte Robinson, Shonit Punwani, Stuart A. Taylor
2009· review· en· Clinical Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations

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