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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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Nature Reviews Cardiology
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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.

113 results · 1 filter active ·
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20092025
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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.
113 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 113 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 113 of 113 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The need for increased pragmatism in cardiovascular clinical trials
Muhammad Usman, Harriette G.C. Van Spall, Stephen J. Greene, Ambarish Pandey, Darren K. McGuire, Ziad A. Ali +7 more
2022· review· en· Nature Reviews Cardiology· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaresearch+metaepi_broad+research_integrity
55
citations
affno abstractunlabeled
New antithrombotic agents—insights from clinical trials
Jeremy S. Paikin, John W. Eikelboom, John A. Cairns, Jack Hirsh
2010· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_broad+research_integrity
54
citations
affno abstractunlabeled
Surgical treatment of aortic valve disease
Tirone E. David
2013· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
42
citations
affno abstractunlabeled
Genotype-based clinical trials in cardiovascular disease
Naveen L. Pereira, Daniel J. Sargent, Michael E. Farkouh, Charanjit S. Rihal
2015· review· en· Nature Reviews Cardiology· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaresearch+metaepi_narrow+metaepi_broad+research_integrity
41
citations
affno abstractunlabeled
Genomic enhancers in cardiac development and disease
Chukwuemeka George Anene-Nzelu, Chang Jie Mick Lee, Wilson Lek Wen Tan, Albert Dashi, Roger Foo
2021· review· en· Nature Reviews Cardiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
affno abstractunlabeled
Direct thrombin inhibitors in cardiovascular disease
Kyle A. Arsenault, Jack Hirsh, Richard Whitlock, John W. Eikelboom
2012· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrityconsensus · none
38
citations
affno abstractunlabeled
Looking back at Look AHEAD—giving lifestyle a chance
Jean‐Pierre Després, Paul Poirier
2013· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
34
citations
affno abstractunlabeled
Effective communication and ethical consent in decisions related to ICDs
Alexander M. Clark, Tiny Jaarsma, Patricia H. Strachan, Patricia M. Davidson, Megan Jerke, James Beattie +3 more
2011· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
33
citations
affno abstractunlabeled
Dabigatran and risk of myocardial infarction
John W. Eikelboom, Jeffrey I. Weitz
2012· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Sedentary versus inactive: distinctions for disease prevention
Brigid M. Lynch, Geneviève N. Healy, David W. Dunstan, Neville Owen
2010· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
16
citations
affno abstractunlabeled
Circadian medicine: a critical strategy for cardiac care
Michael J. Sole, Tami A. Martino
2023· review· en· Nature Reviews Cardiology· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
14
citations
fundno affno abstractunlabeled
Exploring unknowns in cardiology
Ottavio Alfieri, Bongani M. Mayosi, Seung‐Jung Park, Nizal Sarrafzadegan, Renu Virmani
2014· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrityconsensus · research_integrity
14
citations
affno abstractunlabeled
HDL cholesterol is not HDL—don't judge the book by its cover
Benoît J. Arsenault, Jean‐Pierre Després
2012· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
14
citations
afffundno abstractunlabeled
Universal flu vaccines: a shot at lifelong cardioprotection?
Bahar Behrouzi, Jacob A. Udell
2022· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
11
citations
affno abstractunlabeled
HDL cholesterol studies—more of the same?
Jean‐Pierre Després
2013· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
9
citations
affno abstractunlabeled
Cybersecurity and cardiac implantable electronic devices
Bryce Alexander, Adrián Baranchuk
2020· review· en· Nature Reviews Cardiology· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
8
citations
affno abstractunlabeled
Advances in treatment and management
Stuart J. Connolly
2011· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affno abstractunlabeled
Interventions for adult congenital heart disease
Pedro Cepas‐Guillén, Eduardo Flores‐Umanzor, Eric Horlick, Jamil Aboulhosn, Lee Benson, Christine Houde +1 more
2025· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Long-term outcomes and device failure after TAVI
Marco Barbanti, John G. Webb
2023· review· en· Nature Reviews Cardiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
5
citations

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