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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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Frontiers in Cardiovascular Medicine
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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.

467 results · 1 filter active ·
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20062025
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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.
467 works in the cohort · of 4,299,418page 1 of 10

Labels cover 2 of 467 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 467 of 467 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Loss of Metabolic Flexibility in the Failing Heart
Qutuba G. Karwi, Golam M. Uddin, Kim L. Ho, Gary D. Lopaschuk
2018· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
424
citations
fundno affunlabeled
Image-Based Cardiac Diagnosis With Machine Learning: A Review
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Zahra Raisi‐Estabragh, Bettina Baeßler, Steffen E. Petersen +1 more
2020· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
245
citations
afffundunlabeled
Platelet Function in Aging
Jessica Le Blanc, Marie Lordkipanidzé
2019· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
127
citations
affunlabeled
Transplantation of Hearts Donated after Circulatory Death
Christopher W. White, Simon Messer, Stephen Large, Jennifer Conway, Daniel H. Kim, Demetrios J. Kutsogiannis +2 more
2018· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
109
citations
afffundunlabeled
Vascular Endothelial Growth Factor B and Its Signaling
Nathaniel Lal, Karanjit Puri, Brian Rodrigues
2018· article· en· Frontiers in Cardiovascular Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
81
citations
affunlabeled
Valve-in-Valve Challenges: How to Avoid Coronary Obstruction
Fernando Luiz de Melo Bernardi, Danny Dvir, Josep Rodés‐Cabau, Henrique Barbosa Ribeiro
2019· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
51
citations
aboutno affunlabeled
Cardiac Rehabilitation: A Bibliometric Review From 2001 to 2020
Guozhen Yuan, Jingjing Shi, Qiulei Jia, Shuqing Shi, Xueping Zhu, Yan Zhou +2 more
2021· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+bibliometricsconsensus · bibliometrics
44
citations
afffundunlabeled
Biventricular Increases in Mitochondrial Fission Mediator (MiD51) and Proglycolytic Pyruvate Kinase (PKM2) Isoform in Experimental Group 2 Pulmonary Hypertension-Novel Mitochondrial Abnormalities
Ping Yu Xiong, Lian Tian, Kimberly J. Dunham‐Snary, Kuang‐Hueih Chen, Jeffrey Mewburn, Monica Neuber‐Hess +4 more
2019· article· en· Frontiers in Cardiovascular Medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
41
citations
affunlabeled
Transcatheter Tricuspid Valve Intervention: Coaptation Devices
Guillem Muntané‐Carol, Alberto Alperi, Laurent Faroux, Élisabeth Bédard, François Philippon, Josep Rodés‐Cabau
2020· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
39
citations
afffundunlabeled
Advances in Platelet Subpopulation Research
Gabriela Lesyk, Paul Jurasz
2019· review· en· Frontiers in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations

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