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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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Journal of 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.

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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.

1,898 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.
1,898 works in the cohort · of 4,299,418page 2 of 38

Labels cover 2 of 1,898 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 1,898 of 1,898 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Ross procedure: Outcomes at 20 years
Tirone E. David, Carolyn M. David, Anna Woo, Cedric Manlhiot
2013· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
197
citations
affno abstractunlabeled
Results of aortic valve–sparing operations
T E David, Susan Armstrong, Joan Ivanov, Christopher M. Feindel, Ahmed Omran, Gary D. Webb
2001· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
192
citations
affno abstractunlabeled
Mitral valve repair and replacement for rheumatic disease
Terrence M. Yau, Yasser A.Farag El-Ghoneimi, Susan Armstrong, Joan Ivanov, Tirone E. David
2000· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_broadconsensus · none
180
citations
affno abstractunlabeled
Reimplantation of the aortic valve at 20 years
Tirone E. David, Carolyn M. David, Christopher M. Feindel, Cedric Manlhiot
2016· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
180
citations
affno abstractunlabeled
Transapical aortic valve implantation in humans
Jian Ye, Anson Cheung, Samuel V. Lichtenstein, Ronald G. Carere, Christopher Thompson, Sanjeewan Pasupati +1 more
2006· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
163
citations
affno abstractunlabeled
Repair of regurgitant bicuspid aortic valves: A systematic approach
Munir Boodhwani, Laurent de Kerchove, David Glineur, Jean Rubay, Jean‐Louis Vanoverschelde, Philippe Noirhomme +1 more
2010· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
160
citations
affno abstractunlabeled
Left ventricular reconstruction: Early and late results
Lynda L. Mickleborough, Naeem Merchant, Joan Ivanov, Vivek Rao, Susan Carson
2004· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
153
citations
affno abstractunlabeled
The changing pattern of reoperative coronary surgery
Terrence M. Yau, Michael A. Borger, Richard D. Weisel, Joan Ivanov
2000· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
137
citations

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