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

77 results · 1 filter active ·
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20032025
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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.
77 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 77 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 77 of 77 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Peripherally inserted central catheters inserted with current best practices have low deep vein thrombosis and central line–associated bloodstream infection risk compared with centrally inserted central catheters: A contemporary meta-analysis
Gregory J. Schears, Nicole Ferko, Imran Syed, John-Michael Arpino, Kimberly Alsbrooks
2020· review· en· The Journal of Vascular Access· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · metaepi_narrow
64
citations
affunlabeled
Risk Factors for the Development of Cephalic Arch Stenosis
Arash Jaberi, Deborah Schwartz, Rosa M. Marticorena, Niki Dacouris, Vikramaditya Prabhudesai, Phil McFarlane +1 more
2007· article· en· The Journal of Vascular Access· Health Professions
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Seeing Eye to Eye: The Key to Reducing Catheter Use
Maryum Chaudhry, Cynthia Bhola, Mohammad Joarder, Deborah Zimmerman, Patty Quinan, David C. Mendelssohn +1 more
2011· article· en· The Journal of Vascular Access· Health Professions
distilled prediction:candidate · noneconsensus · none
44
citations
affaboutno abstractunlabeled
Society of Interventional Radiology Reporting Standards for Thoracic Central Vein Obstruction: Endorsed by the American Society of Diagnostic and Interventional Nephrology (ASDIN), British Society of Interventional Radiology (BSIR), Canadian Interventional Radiology Association (CIRA), Heart Rhythm Society (HRS), Indian Society of Vascular and Interventional Radiology (ISVIR), Vascular Access Society of the Americas (VASA), and Vascular Access Society of Britain and Ireland (VASBI)
Bart L. Dolmatch, John C. Gurley, Kevin M. Baskin, Boris Nikolic, Jeffrey H. Lawson, Surendra Shenoy +10 more
2018· review· en· The Journal of Vascular Access· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+sts+research_integrityconsensus · none
28
citations
affunlabeled
Long-term results of thigh arteriovenous dialysis grafts
Denise Kim, Cynthia Bhola, Naomi Eisenberg, Janice Montbriand, George Oreopoulos, Charmaine E. Lok +1 more
2018· article· en· The Journal of Vascular Access· Health Professions
distilled prediction:candidate · noneconsensus · none
13
citations
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