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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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Vascular Malformations Diagnosis and Treatment
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.

836 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.
836 works in the cohort · of 4,299,418page 2 of 17

Labels cover 1 of 836 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 836 of 836 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Cerebral cavernous malformations
D. J. Verlaan, William Jeptha Davenport, Hermann Stefan, Ulrich Sure, Adrian M. Siegel, Guy A. Rouleau
2002· review· en· Neurology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
80
citations
affno abstractunlabeled
Intracranial cavernous malformations
Peter Paul P. Rivera, Robert A. Willinsky, Phillip J. Porter
2003· review· en· Neuroimaging Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
affaboutunlabeled
Cerebral Cavernous Malformations and Pregnancy
Christopher D. Witiw, Amal Abou‐Hamden, Abhaya V. Kulkarni, Joseph A. Silvaggio, Carol Schneider, M. Christopher Wallace
2012· article· en· Neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
70
citations
affno abstractunlabeled
Endovascular management of spinal vascular malformations
Timo Krings, A. Thron, Sasikhan Geibprasert, Ronit Agid, Franz J. Hans, P. Lasjaunias +1 more
2009· review· en· Neurosurgical Review· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
69
citations
affunlabeled
Capillary hemangioma of the cavernous sinus
May Tsao, Michael L. Schwartz, Mark Bernstein, William Halliday, Alex W. Lightstone, Mark G. Hamilton +2 more
2003· article· en· Journal of neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Gamma Knife Radiosurgery in Children
G. Baumann, William M. Wara, David A. Larson, Penny K. Sneed, Philip H. Gutin, Samuel F. Ciricillo +7 more
2008· article· en· Pediatric Neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
45
citations

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