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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 10 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.

affno abstractunlabeled
Symptomatology of MS: results from the German MS Registry
Kristin Stuke, Peter Flachenecker, Uwe K. Zettl, Wolfgang Elias, M Freidel, Judith Haas +2 more
2009· letter· en· Journal of Neurology· Medicine
distilled prediction:candidate · research_integrityconsensus · none
102
citations
affvenueaboutunlabeled
Treatment Optimization in Multiple Sclerosis
Mark S. Freedman, David Patry, François Grand’Maison, Mary Lou Myles, Donald W. Paty, Daniel Selchen
2004· review· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Medicine
distilled prediction:candidate · metaepi_narrow+stsconsensus · sts
101
citations
affno abstractunlabeled
B cells in multiple sclerosis: connecting the dots
Amit Bar‐Or, Scott S. Zamvil
2011· review· en· Current Opinion in Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
100
citations
affunlabeled
Multiple sclerosis and suicide
Anthony Feinstein, Bennis Pavisian
2017· review· en· Multiple Sclerosis Journal· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow
98
citations
afffundvenueunlabeled
Short Term Predictors of Unemployment in Multiple Sclerosis Patients
Kevin Busche, John D. Fisk, T. J. Murray, Luanne M. Metz
2003· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · none
97
citations

How this was built: Screen · Findings · About