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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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Neurological disorders and treatments
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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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venuejournal
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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.

3,064 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
3,064 works in the cohort · of 4,299,418page 47 of 62

Labels cover 4 of 3,064 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 3,064 of 3,064 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.

affvenueunlabeled
Deep Brain Stimulation to the Subgenual Cingulate Gyrus for Treatment-Resistant Depression: A Randomized Controlled Trial and 2-Year Long-Term Follow-Up: Stimulation cérébrale profonde du gyrus cingulaire subgénual pour traiter la dépression résistante au traitement : Essai contrôlé à répartition aléatoire et suivi à long terme sur deux ans
Peter Giacobbe, Sakina J. Rizvi, Amanda K. Ceniti, George Tomlinson, Gavin J.B. Elias, Jürgen Germann +3 more
2025· article· fr· The Canadian Journal of Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Commentary
Anthony E. Lang
2013· letter· en· Movement Disorders· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Electronic Stereotactic Atlases
Jérôme Yelnik, Éric Bardinet, Didier Dormont
2009· book-chapter· en· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Pain and Psychiatric Illness
Harold Merskey
2010· other· en· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reply: Dystonia after severe head injuries
Alberto Albanese, Kailash P. Bhatia, Susan Bressman, Mahlon R. DeLong, Stanley Fahn, Victor S.C. Fung +7 more
2014· letter· en· Movement Disorders· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
2493
Brian D. Berman, Erika Shelton, Yubin Miao
2017· article· en· Journal of Clinical and Translational Science· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Engaging dystonia networks with subthalamic stimulation
Konstantin Butenko, Clemens Neudorfer, Till A. Dembek, Barbara Hollunder, Garance M. Meyer, Ningfei Li +14 more
2024· preprint· en· medRxiv· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Initiating therapy in Parkinson's disease
William J. Weiner, Eric Ahlskog, Stewart A. Factor, Oksana Suchowersky, Stephen G. Reich
2009· letter· en· Annals of Neurology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Reply
Michael F. Mazurek, Patricia I. Rosebush
2000· article· en· Movement Disorders· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
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