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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.

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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
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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 3 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.

afffundno abstractunlabeled
Almost All Incompetent BAV Should Be Repaired
Tirone E. David
2019· article· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Current Readings: Status of Tricuspid Valve Repair
Talal Al‐Atassi, Hadi Toeg, Vincent Chan, Marc Ruel
2013· review· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
2
citations
affno abstractunlabeled
Esophagectomy Surgical Apgar Score: One Size Fits All?
Richard Liu, Biniam Kidane
2019· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Younger is Better
Christoph Haller, John G. Coles
2015· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
Back to David I
Tirone E. David
2015· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affno abstractunlabeled
The Future Is Bright Green
Waël C. Hanna
2019· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affunlabeled
ECLS-SHOCK Trial
Guillaume Théry, Pierre‐Emmanuel Noly, Yiorgos Alexandros Cavayas, Ismail Bouhout, Philippe Demers, Yoan Lamarche
2025· article· en· Seminars in Thoracic and Cardiovascular Surgery· Engineering
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Outcomes of Arterial Revascularization
Saswata Deb, Stephen E. Fremes
2014· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Commentary: Time to Move Beyond the Operating Room
Dominique Vervoort, Derrick Y. Tam, Rodolfo V. Rocha
2023· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Welcome to the Era of the Nodule
Waël C. Hanna
2017· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Commentary: How Soon is Now?
Hellmuth R. Muller Moran, Rakesh C. Arora
2023· letter· en· Seminars in Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About