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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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Cardiac Valve Diseases and Treatments
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

6,675 results · 1 filter active ·
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20002025
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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.
6,675 works in the cohort · of 4,299,418page 110 of 134

Labels cover 10 of 6,675 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 6,675 of 6,675 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Non-cardiac surgery after transcatheter aortic valve implantation
Amir Geressu, Robert T. Sparrow, Santiago García, Pedro Villablanca, Islam Y. Elgendy, SeonHo Jang +2 more
2025· article· en· European Heart Journal - Quality of Care and Clinical Outcomes· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Reply to the Editor
Tirone E. David, Joan Ivanov, Susan Armstrong, Harry Rakowski
2003· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Tricuspid Valve S-Curves and Chamber Views
Ali Zgheib, Ole De Backer, Jonathan Afilalo, Angelo Quagliana, Laurence Campens, Mike Al Asmar +40 more
2024· review· en· JACC: Cardiovascular Interventions· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Invited Commentary
Vivek Rao
2008· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reply
Vincent Chan, Thierry Mesana
2017· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Loss-of-Function in APOC3 and Protection Against Aortic Valve Disease
Jérôme Bourgault, Anders Berg Wulff, Ursula Houessou, Hasanga D. Manikpurage, Marie‐Annick Clavel, Philippe Pîbarot +6 more
2025· article· en· Journal of the American College of Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Transcatheter tricuspid valve replacement: will it prevail?
Xiling Zhang, Nina Sophie Pommert, David S. Meier, Stephanie Sellers, Hatim Seoudy, Oliver J. Müller +6 more
2025· review· en· Frontiers in Cardiovascular Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
President's Page
Jonathon Leipsic
2016· editorial· en· Journal of cardiovascular computed tomography· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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