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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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Surgical site infection prevention
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.

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.

750 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.
750 works in the cohort · of 4,299,418page 5 of 15

Labels cover 5 of 750 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 750 of 750 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Steroids in cardiac surgery trial: a substudy of surgical site infections
G. McClure, Emilie P. Belley‐Côté, John Harlock, André Lamy, Michael Stacey, P.J. Devereaux +1 more
2018· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations
affunlabeled
Antibiotic prophylaxis in trauma: Global Alliance for Infection in Surgery, Surgical Infection Society Europe, World Surgical Infection Society, American Association for the Surgery of Trauma, and World Society of Emergency Surgery guidelines
Federico Coccolini, Massimo Sartelli, Robert G. Sawyer, Kemal Raşa, Marco Ceresoli, Bruno Viaggi +7 more
2023· article· en· The Journal of Trauma: Injury, Infection, and Critical Care· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations
affno abstractunlabeled
Reconstruction of massive chest wall defects: A 20-year experience
Joseph P. Corkum, Patrick B. Garvey, Donald P. Baumann, Jasson T. Abraham, Jun Liu, Wayne L. Hofstetter +2 more
2020· article· en· Journal of Plastic Reconstructive & Aesthetic Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
venueno affno abstractunlabeled
No. 275-Antibiotic Prophylaxis in Gynaecologic Procedures
Nancy Van Eyk, Julie van Schalkwyk
2018· review· en· Journal of Obstetrics and Gynaecology Canada· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
21
citations
affaboutunlabeled
Sternal Fractures: Anterior Plating Rationale
Shawn Bonney, Eric Lenczner, Edward J. Harvey
2004· article· en· The Journal of Trauma: Injury, Infection, and Critical Care· Medicine
distilled prediction:candidate · noneconsensus · none
19
citations
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