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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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Seminars in Thoracic and Cardiovascular Surgery
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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
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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.

187 results · 1 filter active ·
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20012025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
187 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 187 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 187 of 187 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Vascular Thoracic Outlet Syndrome
Mohamad A. Hussain, Badr Aljabri, Mohammed Al‐Omran
2015· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
105
citations
affno abstractunlabeled
Prevention and management of deep sternal wound infection
Gilbert H.L. Tang, Manjula Maganti, Richard D. Weisel, Michael A. Borger
2004· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
94
citations
affno abstractunlabeled
Artificial chordae
Tirone E. David
2004· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
68
citations
affno abstractunlabeled
Surgery for Tumors of the Heart
Bobby Yanagawa, Amine Mazine, Edward Y. Chan, Colin M. Barker, Michael Gritti, Ross M. Reul +5 more
2018· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
66
citations
affno abstractunlabeled
Lung preservation
Marc de Perrot, Shaf Keshavjee
2004· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
58
citations
affno abstractunlabeled
Long-Term Physiological Consequences of Pneumonectomy
Jean Deslauriers, Paula A. Ugalde, Santiago Miró, Deborah R. Deslauriers, Sylvie Ferland, Sébastien Bergeron +2 more
2011· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations
affno abstractunlabeled
Aortic Valve Interventions in Pediatric Patients
Ismail Bouhout, Papa Salmane Ba, Ismaı̈l El-Hamamsy, Nancy Poirier
2018· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
38
citations
affno abstractunlabeled
Improving Cell Engraftment with Tissue Engineering
Erik J. Suuronen, Drew Kuraitis, Marc Ruel
2008· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
34
citations
affno abstractunlabeled
Angiogenic protein therapy
Marc Ruel, Frank W. Sellke
2003· review· en· Seminars in Thoracic and Cardiovascular Surgery· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affno abstractunlabeled
Treatment of Idiopathic Laryngotracheal Stenosis
Moïshe Liberman, Douglas J. Mathisen
2009· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Aortic Valve Surgery in Nonelderly Patients: Insights Gained From AVIATOR
Emmanuel Lansac, Pouya Youssefi, Frederiek de Heer, Joseph E. Bavaria, Laurent de Kerchove, Ismaı̈l El-Hamamsy +125 more
2019· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
18
citations
affno abstractunlabeled
Aortic Valve Sparing Operations
Tirone E. David
2011· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About