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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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Neurosurgery
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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.

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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.

833 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.
833 works in the cohort · of 4,299,418page 3 of 17

Labels cover 1 of 833 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 833 of 833 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Deep Brain Stimulation for Obsessive-Compulsive Disorder
Clement Hamani, Julie G. Pilitsis, Anand I. Rughani, Joshua M. Rosenow, Parag G. Patil, Konstantin S. Slavin +4 more
2014· review· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
97
citations
aboutno affunlabeled
Radiographic Assessment
Mark N. Hadley, Beverly C. Walters, Bizhan Aarabi, Sanjay S. Dhall, Daniel E. Gelb, R. John Hurlbert +2 more
2013· article· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
94
citations
affunlabeled
The Burden of Spinal Disorders in the Elderly
Robert Waldrop, Joseph Cheng, Clinton J. Devin, Matthew J. McGirt, Michael G. Fehlings, Sigurd Berven
2015· review· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
Spine Oncology—Metastatic Spine Tumors
David Choi, Mark H. Bilsky, Michael G. Fehlings, Charles G. Fisher, Ziya L. Gokaslan
2017· review· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
86
citations
affunlabeled
Treatment of Subaxial Cervical Spinal Injuries
Daniel E. Gelb, Bizhan Aarabi, Sanjay S. Dhall, R. John Hurlbert, Curtis J. Rozzelle, Timothy C. Ryken +3 more
2013· review· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
83
citations
affunlabeled
Ventriculoperitoneal Shunt 30-Day Failure Rate
Yahia Al-Tamimi, Priyank Sinha, Paul Chumas, Darach Crimmins, James M. Drake, John R. W. Kestle +4 more
2013· article· en· Neurosurgery· Neuroscience
machine prediction:candidate · noneconsensus · none
83
citations
affunlabeled
USE OF TEMOZOLOMIDE IN AGGRESSIVE PITUITARY TUMORS
Safraz Mohammed, Kálmán Kovács, Warren Mason, Harley S. Smyth, Michael D. Cusimano
2009· article· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
79
citations
afffundunlabeled
Traumatic Brain Injuries
Andrew Post, T. Blaine Hoshizaki, Michael D. Gilchrist, Susan Brien, Michael D. Cusimano, Shawn Marshall
2014· article· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
79
citations
affunlabeled
The Motor Thalamus in Neurosurgery
Clement Hamani, Jonathan O. Dostrovsky, Andrés M. Lozano
2005· review· en· Neurosurgery· Medicine
machine prediction:candidate · noneconsensus · none
72
citations
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