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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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Atrial Fibrillation Management and Outcomes
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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
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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.

5,915 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.
5,915 works in the cohort · of 4,299,418page 5 of 119

Labels cover 18 of 5,915 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 5,915 of 5,915 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Device-detected subclinical atrial tachyarrhythmias: definition, implications and management—an European Heart Rhythm Association (EHRA) consensus document, endorsed by Heart Rhythm Society (HRS), Asia Pacific Heart Rhythm Society (APHRS) and Sociedad Latinoamericana de Estimulación Cardíaca y Electrofisiología (SOLEACE)
Bülent Görenek, Jeroen J. Bax, Giuseppe Boriani, Shih‐Ann Chen, Nikolaos Dagres, Taya V. Glotzer +28 more
2017· review· en· EP Europace· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · metaepi_narrow
240
citations
affno abstractunlabeled
A new pacemaker algorithm for the treatment of atrial fibrillation
Mark D. Carlson, James E. Ip, John C. Messenger, Scott L. Beau, Steven J. Kalbfleisch, P Gervais +5 more
2003· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
238
citations
affunlabeled
Validation of the Empatica E4 wristband
Cameron G. McCarthy, Nikhilesh Pradhan, Calum J. Redpath, Andy Adler
2016· article· en· Medicine
distilled prediction:candidate · noneconsensus · none
231
citations
affunlabeled
Atrial cardiomyopathy revisited—evolution of a concept: a clinical consensus statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), the Asian Pacific Heart Rhythm Society (APHRS), and the Latin American Heart Rhythm Society (LAHRS)
Andreas Goette, Domenico Corradi, Dobromir Dobrev, Luis Aguinaga, José Ángel Cabrera, Sumeet S. Chugh +25 more
2024· article· en· EP Europace· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
230
citations
fundno affunlabeled
Postoperative atrial fibrillation: from mechanisms to treatment
Mario Gaudino, Antonino Di Franco, Lisa Q. Rong, Jonathan P. Piccini, Michael J. Mack
2023· review· en· European Heart Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
229
citations
affno abstractunlabeled
Changes in Renal Function in Patients With Atrial Fibrillation
Michael Böhm, Michael D. Ezekowitz, Stuart J. Connolly, John W. Eikelboom, Stefan H. Hohnloser, Paul Reilly +8 more
2015· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
229
citations
affno abstractunlabeled
Factors Associated With Major Bleeding Events
Shaun G. Goodman, Daniel Wojdyla, Jonathan P. Piccini, Harvey D. White, John F. Paolini, Christopher C. Nessel +12 more
2013· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
227
citations
afffundno abstractunlabeled
Atrial Cardiomyopathy
Jean-Baptiste Guichard, Stanley Nattel
2017· review· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
220
citations
affno abstractunlabeled
Anticoagulants and Their Reversal
Sam Schulman, Nick R. Bijsterveld
2006· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
211
citations

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