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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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Blood transfusion and management
Retraction
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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.

2,064 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.
2,064 works in the cohort · of 4,299,418page 2 of 42

Labels cover 10 of 2,064 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 2,064 of 2,064 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Transfusion triggers: A systematic review of the literature*
Jeffrey Carson, S HILL, PA Carless, Paul C. Hébert, David Henry
2002· review· en· Transfusion Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow
238
citations
affno abstractunlabeled
Tranexamic Acid Use in Total Joint Arthroplasty: The Clinical Practice Guidelines Endorsed by the American Association of Hip and Knee Surgeons, American Society of Regional Anesthesia and Pain Medicine, American Academy of Orthopaedic Surgeons, Hip Society, and Knee Society
Yale A. Fillingham, Dipak B. Ramkumar, David S. Jevsevar, Adolph J. Yates, Stefano A. Bini, Henry D. Clarke +6 more
2018· article· en· The Journal of Arthroplasty· Medicine
distilled prediction:candidate · stsconsensus · none
200
citations
affunlabeled
Immunomodulation and Blood Transfusion
Morris A. Blajchman
2002· review· en· American Journal of Therapeutics· Medicine
distilled prediction:candidate · noneconsensus · none
192
citations
affno abstractunlabeled
The Platelet Storage Lesion
Dana V. Devine, Katherine Serrano
2010· article· en· Clinics in Laboratory Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
173
citations
afffundno abstractunlabeled
Interrelationship of preoperative anemia, intraoperative anemia, and red blood cell transfusion as potentially modifiable risk factors for acute kidney injury in cardiac surgery: a historical multicentre cohort study
Keyvan Karkouti, Hilary P. Grocott, Richard Hall, Michael E. Jessen, Cornelis Kruger, Adam Lerner +11 more
2014· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
167
citations
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