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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
aboutaboutness

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 6 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
B lymphocytes in neuromyelitis optica
Jeffrey L. Bennett, Kevin C. O’Connor, Amit Bar‐Or, Scott S. Zamvil, Bernhard Hemmer, Thomas F. Tedder +5 more
2015· review· en· Neurology Neuroimmunology & Neuroinflammation· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
180
citations
affno abstractunlabeled
Optical coherence tomography in multiple sclerosis
Elliot M. Frohman, Fiona Costello, Robert Zivadinov, Olaf Stüve, Amy Conger, Heather Winslow +3 more
2006· review· en· The Lancet Neurology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
176
citations
affaboutunlabeled
Age Related Multiple Sclerosis Severity Score: Disability ranked by age
Ali Manouchehrinia, Helga Westerlind, Elaine Kingwell, Feng Zhu, Robert Carruthers, Ryan Ramanujam +5 more
2017· article· en· Multiple Sclerosis Journal· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · sts
176
citations
affunlabeled
Relating axonal injury to functional recovery in MS
Hasini Reddy, Sridar Narayanan, Paul M. Matthews, Rick Hoge, G. Bruce Pike, Pierre Duquette +2 more
2000· article· en· Neurology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
172
citations
affunlabeled
The Immunology of Multiple Sclerosis
Amit Bar‐Or
2008· review· en· Seminars in Neurology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
158
citations
affunlabeled
Pathogenesis of multiple sclerosis
Alexandre Prat, Jack P. Antel
2005· review· en· Current Opinion in Neurology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
158
citations

How this was built: Screen · Findings · About