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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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Journal of neurosurgery
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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.

802 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.
802 works in the cohort · of 4,299,418page 9 of 17

Labels cover 0 of 802 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 802 of 802 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Defensive medicine in neurosurgery: the Canadian experience
Timothy R. Smith, M. Maher Hulou, Sandra C. Yan, David J. Coté, Brian V. Nahed, Maya Babu +5 more
2015· article· en· Journal of neurosurgery· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
25
citations
affunlabeled
Hajdu—Cheney syndrome and syringomyelia
Alexis Faure, Albert David, Frédéric Moussally, M. Khalfallah, Sébastien Jacquemont, Olivier Hamel +4 more
2002· review· en· Journal of neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Imaging-defined necrosis after treatment with single-fraction stereotactic radiosurgery and immune checkpoint inhibitors and its potential association with improved outcomes in patients with brain metastases: an international multicenter study of 697 patients
Eric J. Lehrer, Manmeet S. Ahluwalia, Jason Gurewitz, Kenneth Bernstein, Douglas Kondziolka, Ajay Niranjan +26 more
2022· article· en· Journal of neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Ependymoma of the pituitary fossa
Karim Mukhida, L. Sylvia, Fred Gentili, Patrick Shannon
2006· article· en· Journal of neurosurgery· Medicine
distilled prediction:candidate · noneconsensus · none
22
citations
affno abstractunlabeled
Solitary metastasis to the choroid plexus
Abdulrahman Al-Anazi, Patrick Shannon, Abhijit Guha
2000· article· en· Journal of neurosurgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
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