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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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Progress in neurological surgery
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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.

23 results · 1 filter active ·
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20002019
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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.
23 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 23 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 23 of 23 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Anatomical Considerations in Basal Ganglia Surgery
André Parent, M. Cossette, Martin L�vesque
2000· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
14
citations
aboutno affunlabeled
Concussion in Ice Hockey
Christopher M. Bonfield, Daniel A. Wecht, L. Dade Lunsford
2014· review· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
Endoscopic Approaches to the Skull Base: The Coronal Plane
Daniel M. Prevedello, Amin Kassam, Bradley A. Otto, Leo F. S. Ditzel Filho, Danielle de Lara, Ricardo L. Carrau
2012· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affunlabeled
Endoscopic Endonasal Approach for Olfactory Groove Meningiomas
Paul A. Gardner, Allan Vescan, John R. de Almeida, Arif Janjua, Amin Kassam, Daniel M. Prevedello +2 more
2012· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
6
citations
affno abstractunlabeled
Stem Cells for Targeting CNS Malignancy
Stephen Yip, Richard L. Sidman, Evan Y. Snyder
2005· book-chapter· en· Progress in neurological surgery· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
Principles of Endoneurosurgery
Amin Kassam, Paul A. Gardner, Daniel M. Prevedello, Carl H. Snyderman, Ricardo L. Carrau
2012· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Radiosurgery after Craniotomy
David Mathieu
2012· review· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Endoscopic Reconstruction of Anterior Skull Base Defects
Adam M. Zanation, Ricardo L. Carrau, Carl H. Snyderman, Amin Kassam, Paul A. Gardner, Daniel M. Prevedello +1 more
2012· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affno abstractunlabeled
Thalamotomy with Microelectrode Recordings
Marcelo Neves Linhares, Ronald R. Tasker
2000· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Endoscopic Anterior Skull Base Resection for Esthesioneuroblastoma
Adam M. Zanation, Roy R. Casiano, Ricardo L. Carrau, Carl H. Snyderman, Amin Kassam, Paul A. Gardner +3 more
2012· book-chapter· en· Progress in neurological surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations

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