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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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Current Opinion in Cardiology
Topic
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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.

454 results · 1 filter active ·
Results by year
20002025
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Categories
Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
454 works in the cohort · of 4,299,418page 9 of 10

Labels cover 0 of 454 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 454 of 454 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
Year in review
Amine Mazine, Mitesh Badiwala, Gideon Cohen
2016· review· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Complex issues in coronary artery surgery
Marc Ruel, Robert Roberts
2024· editorial· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2020· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2025· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
What's hot in heart valve disease 2018?
Bobby Yanagawa, Subodh Verma
2018· editorial· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Transfusion thresholds in acute coronary syndromes
Nikhil Mistry, Helen Jiang, Kyle Chin, Gregory M. T. Hare, Subodh Verma, C. David Mazer
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2024· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2025· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2024· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
Andrew Pipe
2015· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
What's hot in heart valve disease 2017?
Bobby Yanagawa, Subodh Verma
2017· editorial· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2016· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2025· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2018· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
Su, Wilber W., Mortensen, Martin Bødtker
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Simulating mitral repair: lessons learned
Abigail White, Anna N. Zarzycki, Gianluigi Bisleri
2024· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2024· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
Carl J. Lavie, Debabrata Mukherjee, Dimitri P. Mikhailidis, Miri Cohen
2023· article· en· Current Opinion in Cardiology· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2025· article· en· Current Opinion in Cardiology· Environmental Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Clinical trials in valvular surgery
Bobby Yanagawa, Amine Mazine, Derrick Y. Tam, Subodh Verma
2017· review· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2020· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Secondary mitral regurgitation
Dominique Kushneriuk, Haissam Haddad, Rashpal Basran, Jay Shavadia
2018· review· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2018· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
The ‘vices’ in devices
Martin S. Green
2006· letter· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2023· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2025· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
Bobby Yanagawa, Jerry D. Estep
2024· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2017· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2022· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2012· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Prevention
Andrew Pipe
2014· editorial· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2024· article· en· Current Opinion in Cardiology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Editorial: Coronary artery surgery
Marc Ruel
2020· editorial· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Editorial introductions
2013· article· en· Current Opinion in Cardiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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