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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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Neurosurgical FOCUS
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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.

231 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.
231 works in the cohort · of 4,299,418page 3 of 5

Labels cover 0 of 231 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 231 of 231 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A brief history of aneurysm clips
Deon Louw, Wilson T. Asfora, Garnette R. Sutherland
2001· article· en· Neurosurgical FOCUS· Medicine
distilled prediction:candidate · noneconsensus · none
43
citations
affunlabeled
Outpatient neurosurgery in neuro-oncology
Miguel Marigil, Mark Bernstein
2018· review· en· Neurosurgical FOCUS· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
35
citations
aboutno affunlabeled
Women’s role in neurosurgical research: is the gender gap improving?
Marta Pastor-Cabeza, Ramón Torné, Roser García‐Armengol, Belén Menéndez-Osorio, Alejandra Mosteiro-Cadaval, A. Bollar +3 more
2021· article· en· Neurosurgical FOCUS· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
31
citations
affunlabeled
Spinal subdural empyema after a dural tear
Adam Wu, Robert Griebel, Kotoo Meguro, Daryl R. Fourney
2004· article· en· Neurosurgical FOCUS· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Peroneal intraneural ganglia
Robert J. Spinner, Nicholas M. Desy, Michael G. Rock, Kimberly K. Amrami
2007· article· en· Neurosurgical FOCUS· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Genetics of choroid plexus tumors
Ian Kamaly-Asl, Navid Shams, Michael D. Taylor
2006· review· en· Neurosurgical FOCUS· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
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