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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.

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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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Cardiac and Coronary Surgery Techniques
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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
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venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,421 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.
1,421 works in the cohort · of 4,299,418page 3 of 29

Labels cover 3 of 1,421 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 1,421 of 1,421 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Arterial Grafts for Coronary Bypass
Mario Gaudino, Faisal G. Bakaeen, Umberto Benedetto, Antonino Di Franco, Stephen E. Fremes, David Glineur +10 more
2019· review· en· Circulation· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations
aboutno affunlabeled
Twenty-Year Survival After Coronary Artery Surgery
William S. Weintraub, Stephen D. Clements, L. Van-Thomas Crisco, Robert A. Guyton, Joseph M. Craver, Ellis L. Jones +1 more
2003· article· en· Circulation· Medicine
distilled prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
Is it safe to train residents to perform cardiac surgery?
Roger J.F. Baskett, Karen J. Buth, Jean‐François Légaré, Ansar Hassan, Camille Hancock Friesen, Gregory M. Hirsch +2 more
2002· article· en· The Annals of Thoracic Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
76
citations
affvenueaboutunlabeled
Predictors of early and late stroke following cardiac surgery
Richard Whitlock, Jeff S. Healey, Stuart J. Connolly, Julie Wang, Matthew Danter, Jack V. Tu +5 more
2014· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · noneconsensus · none
72
citations
affno abstractunlabeled
From controlled trials to clinical practice
Eric D. Peterson, Padma Kaul, Ronald G. Kaczmarek, Bradley G. Hammill, Paul W. Armstrong, Charles R. Bridges +1 more
2003· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
68
citations
affno abstractunlabeled
The Graft Imaging to Improve Patency (GRIIP) clinical trial results
Steve K. Singh, Nimesh D. Desai, Genta Chikazawa, Hiroshi Tsuneyoshi, Jessica Vincent, Brandon Zagorski +5 more
2009· article· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
63
citations
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