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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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Multiple Sclerosis Research Studies
Retraction
Abstract
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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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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 4 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. 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
The Neuropsychiatry of Multiple Sclerosis
Anthony Feinstein
2004· review· en· The Canadian Journal of Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
254
citations
affunlabeled
Autologous haematopoietic stem cell transplantation and other cellular therapy in multiple sclerosis and immune-mediated neurological diseases: updated guidelines and recommendations from the EBMT Autoimmune Diseases Working Party (ADWP) and the Joint Accreditation Committee of EBMT and ISCT (JACIE)
Basil Sharrack, Riccardo Saccardi, Tobias Alexander, Manuela Badoglio, Joachim Burman, Dominique Farge +12 more
2019· article· en· Bone Marrow Transplantation· Medicine
machine prediction:candidate · noneconsensus · none
245
citations
affunlabeled
Survival in MS
Douglas S. Goodin, Anthony T. Reder, George C. Ebers, Gary Cutter, Marcelo Kremenchutzky, Joël Oger +5 more
2012· article· en· Neurology· Medicine
machine prediction:candidate · noneconsensus · none
244
citations
affno abstractunlabeled
Ageing and multiple sclerosis
Jennifer Graves, Kristen M. Krysko, Le H. Hua, Martina Absinta, Robin J.M. Franklin, Benjamin M. Segal
2022· review· en· The Lancet Neurology· Medicine
machine prediction:candidate · noneconsensus · none
238
citations
afffundunlabeled
Alemtuzumab CARE-MS I 5-year follow-up
Eva Havrdová, Douglas L. Arnold, Jeffrey Cohen, Hans‐Peter Hartung, Edward Fox, Gavin Giovannoni +12 more
2017· article· en· Neurology· Medicine
machine prediction:candidate · noneconsensus · none
223
citations
afffundunlabeled
Effect of comorbidity on mortality in multiple sclerosis
Ruth Ann Marrie, Lawrence Elliott, James Marriott, Michael Cossoy, James Blanchard, Stella Leung +1 more
2015· article· en· Neurology· Medicine
machine prediction:candidate · noneconsensus · none
220
citations
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