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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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JACC. Clinical electrophysiology
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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.

232 results · 1 filter active ·
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20072025
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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.
232 works in the cohort · of 4,299,418page 5 of 5

Labels cover 0 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Hybrid Ablation for Atrial Fibrillation
Paula Sánchez-Somonte, Atul Verma
2021· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
afffundno abstractunlabeled
Seeking Certainty About the Uncertain
Christian Steinberg, Andrew D. Krahn
2023· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Rethinking Ablation Indices in the Ventricle
Christopher C. Cheung, Edward P. Gerstenfeld
2023· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · research_integrityconsensus · research_integrity
0
citations
affno abstractunlabeled
Same-Day Discharge for Atrial Fibrillation Ablation
Marc W. Deyell, Jason G. Andrade
2023· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Empowering Women in Electrophysiology
Colleen E. Clancy, Ratika Parkash, Maully Shah, Usha B. Tedrow
2024· editorial· en· JACC. Clinical electrophysiology· Social Sciences
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Another One Bites the Dust
Ratika Parkash, Edward P. Gerstenfeld
2024· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
afffundno abstractunlabeled
Complex Atrial Tachycardias
Girish M. Nair, Pablo B. Nery
2020· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
fundno affno abstractunlabeled
A Novel Balloon-Based Catheter for Venous Ethanol Ablation
Philipp Krisai, Mélèze Hocini, Nicolas Derval, Thomas Pambrun, Marion Constantin, Robert O. Earl +4 more
2022· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affno abstractunlabeled
Early Repolarization in Long QT Syndrome
Lorne J. Gula, Jason D. Roberts
2018· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Stuart J. Connolly, MD, April 9, 1949–June 2, 2024
Jeff S. Healey, Robert G. Hart, Richard Whitlock, John W. Eikelboom, Salim Yusuf, William F. McIntyre +3 more
2024· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Subcutaneous Implantable Defibrillators
François Philippon, Frédéric Jacques
2020· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
afffundno abstractunlabeled
Arrhythmia-Induced Atrial Cardiomyopathy
Stanley Nattel
2025· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affno abstractunlabeled
Car Crashes and Cardiac Defibrillators
John L. Sapp
2025· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Clinical Outcomes in Atrial Fibrillation Research
Jeff S. Healey, Sandra Carroll
2019· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Moving Beyond Beta-Blockers and Amiodarone
Bobby Yanagawa, Jan O. Friedrich, Subodh Verma
2015· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Reply
Jarieke C. Hoogendoorn, Frank Bogun, Usha B. Tedrow, William G. Stevenson, Katja Zeppenfeld
2020· letter· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
Nothing Means Nothing
Jason G. Andrade, Tolga Aksu
2024· editorial· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affno abstractunlabeled
Portrait of an Atriofascicular Pathway
Takahiro Hayashi, Intisar Ahmed, Abhishek Bhaskaran, Adam Korogyi, Kumaraswamy Nanthakumar
2025· article· en· JACC. Clinical electrophysiology· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations

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