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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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Cardiac, Anesthesia and Surgical Outcomes
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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
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.

3,610 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.
3,610 works in the cohort · of 4,299,418page 3 of 73

Labels cover 33 of 3,610 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 3,610 of 3,610 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
affvenueunlabeled
Optimization of surgical outcomes with prehabilitation
Daniel Santa Mina, Celena Scheede‐Bergdahl, Chelsia Gillis, Francesco Carli
2015· review· en· Applied Physiology Nutrition and Metabolism· Medicine
distilled prediction:candidate · noneconsensus · none
134
citations
affunlabeled
Quality Measures for Congenital and Pediatric Cardiac Surgery
Jeffrey P. Jacobs, Marshall L. Jacobs, Erle H. Austin, Constantine Mavroudis, Sara K. Pasquali, François Lacour-Gayet +12 more
2012· article· en· World Journal for Pediatric and Congenital Heart Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
132
citations
affunlabeled
Consensus Statements Regarding the Multidisciplinary Care of Limb Amputation Patients in Disasters or Humanitarian Emergencies: Report of the 2011 Humanitarian Action Summit Surgical Working Group on Amputations Following Disasters or Conflict
Lisa Marie Knowlton, James E. Gosney, Smita Chackungal, Eric Lewin Altschuler, Lynn Black, Frederick M. Burkle +18 more
2011· article· en· Prehospital and Disaster Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
130
citations
affno abstractunlabeled
Non-technical skills assessment in surgery
Bharat Sharma, Amit Mishra, Rajesh Aggarwal, Teodor Grantcharov
2010· article· en· Surgical Oncology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
130
citations
fundno affno abstractunlabeled
Randomized Evidence for Reduction of Perioperative Mortality
Giovanni Landoni, Reitze Rodseth, Francesco Santini, Martin Ponschab, Laura Ruggeri, Andrea Székely +38 more
2012· review· en· Journal of Cardiothoracic and Vascular Anesthesia· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
128
citations
affunlabeled
Problems of stopping trials early
G. H. Guyatt, Matthias Briel, Paul Glasziou, Dirk Bassler, Víctor M. Montori
2012· article· en· BMJ· Medicine
distilled prediction:candidate · noneconsensus · none
114
citations
afffundunlabeled
The Cardiac Anesthesia Risk Evaluation Score
Jean‐Yves Dupuis, Feng Wang, Howard Nathan, Miu Lam, Scott Grimes, Michael Bourke
2001· article· en· Anesthesiology· Medicine
distilled prediction:candidate · noneconsensus · none
114
citations
affno abstractunlabeled
Troponin after Cardiac Surgery: A Predictor or a Phenomenon?
Nahum Nesher, Abdullah A. Alghamdi, Steve K. Singh, Jeri Sever, George T. Christakis, Bernard S. Goldman +3 more
2008· article· en· The Annals of Thoracic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
111
citations
affno abstractunlabeled
The Genesis, Maturation, and Future of Critical Care Cardiology
Jason N. Katz, Michael Minder, Benjamin A. Olenchock, Susanna Price, Michael Goldfarb, Jeffrey B. Washam +3 more
2016· review· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
109
citations

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