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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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Heart Rhythm
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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.

779 results · 1 filter active ·
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20042025
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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.
779 works in the cohort · of 4,299,418page 1 of 16

Labels cover 2 of 779 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 779 of 779 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affno abstractunlabeled
The Heart Rhythm Society (HRS)/American Society of Anesthesiologists (ASA) Expert Consensus Statement on the Perioperative Management of Patients with Implantable Defibrillators, Pacemakers and Arrhythmia Monitors: Facilities and Patient Management: Executive Summary
George H. Crossley, Jeanne E. Poole, Marc A. Rozner, Samuel J. Asirvatham, Alan Cheng, Mina K. Chung +8 more
2011· review· en· Heart Rhythm· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
300
citations
affno abstractunlabeled
European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) Expert Consensus Statement on the State of Genetic Testing for Cardiac Diseases
Arthur A.M. Wilde, Christopher Semsarian, Manlio F. Márquez, Alireza Sepehri Shamloo, Michael J. Ackerman, Euan A. Ashley +42 more
2022· article· en· Heart Rhythm· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
263
citations
affno abstractunlabeled
2024 European Heart Rhythm Association/Heart Rhythm Society/Asia Pacific Heart Rhythm Society/Latin American Heart Rhythm Society expert consensus statement on catheter and surgical ablation of atrial fibrillation
Stylianos Tzeis, Edward P. Gerstenfeld, Jonathan M. Kalman, Eduardo Saad, Alireza Sepehri Shamloo, Jason G. Andrade +39 more
2024· review· en· Heart Rhythm· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
254
citations
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How this was built: Screen · Findings · About