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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.

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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Multiple Sclerosis Research Studies
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
fundfunder
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.

4,686 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.
4,686 works in the cohort · of 4,299,418page 12 of 94

Labels cover 13 of 4,686 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 4,686 of 4,686 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Depression in Multiple Sclerosis
Scott B. Patten, Luanne M. Metz
2010· review· en· Psychotherapy and Psychosomatics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
88
citations
affvenueaboutunlabeled
Value of the MoCA Test as a Screening Instrument in Multiple Sclerosis
Emmanuelle Dagenais, Isabelle Rouleau, Mélanie Demers, Céline Jobin, Élaine Roger, Laury Chamelian +1 more
2013· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · sts
87
citations
affno abstractunlabeled
Purkinje cell loss in experimental autoimmune encephalomyelitis
Allan MacKenzie‐Graham, Seema K. Tiwari‐Woodruff, Gaurav Sharma, Cynthia Aguilar, Kieumai T. Vo, Lauren V. Strickland +7 more
2009· article· en· NeuroImage· Medicine
distilled prediction:candidate · noneconsensus · none
85
citations
affno abstractunlabeled
From the prodromal stage of multiple sclerosis to disease prevention
Ruth Ann Marrie, Mark Allegretta, Lisa F. Barcellos, Bruce F. Bebo, Peter A. Calabresi, Jorge Correale +25 more
2022· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
84
citations
affunlabeled
The Pathogenesis of Multiple Sclerosis
Samuel K. Ludwin
2006· review· en· Journal of Neuropathology & Experimental Neurology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
84
citations
affunlabeled
Risk of secondary progressive multiple sclerosis: A longitudinal study
Adam Fambiatos, Vilija Jokubaitis, Dana Horáková, Eva Havrdová, María Trojano, Alexandre Prat +57 more
2019· article· en· Multiple Sclerosis Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
83
citations
affno abstractunlabeled
Treatment of Women with Multiple Sclerosis Planning Pregnancy
Kristen M. Krysko, Riley Bove, Ruth Dobson, Vilija Jokubaitis, Kerstin Hellwig
2021· review· en· Current Treatment Options in Neurology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
82
citations
afffundno abstractunlabeled
Regional brain atrophy in children with multiple sclerosis
Bérengère Aubert-Broche, Vladimir Fonov, Rezwan Ghassemi, Sridar Narayanan, Douglas L. Arnold, Brenda Banwell +2 more
2011· article· en· NeuroImage· Medicine
distilled prediction:candidate · noneconsensus · none
82
citations
affunlabeled
Effect of dimethyl fumarate on lymphocytes in RRMS
Devangi Mehta, Catherine Miller, Douglas L. Arnold, Eris Bame, Amit Bar‐Or, Ralf Gold +11 more
2019· article· en· Neurology· Medicine
distilled prediction:candidate · noneconsensus · none
81
citations

How this was built: Screen · Findings · About