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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 and Related Disorders
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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.

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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.

487 results · 1 filter active ·
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20102025
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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.
487 works in the cohort · of 4,299,418page 2 of 10

Labels cover 4 of 487 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 487 of 487 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Increased incidence and prevalence of psoriasis in multiple sclerosis
Ruth Ann Marrie, Scott B. Patten, Helen Tremlett, Christina Wolfson, Stella Leung, John D. Fisk
2017· article· en· Multiple Sclerosis and Related Disorders· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
afffundno abstractunlabeled
Time between expanded disability status scale (EDSS) scores
Jonathan Zurawski, Bonnie I. Glanz, Alicia S. Chua, Hrishikesh Lokhande, Dalia Rotstein, Howard L. Weiner +3 more
2019· article· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
37
citations
affno abstractunlabeled
Causes of death among persons with multiple sclerosis
Gary Cutter, Jeffrey J. Zimmerman, Amber Salter, Volker Knappertz, Gustavo Cruz, John W. Waterbor +2 more
2015· article· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
34
citations
affno abstractunlabeled
Comparing outcomes from clinical studies of oral disease-modifying therapies (dimethyl fumarate, fingolimod, and teriflunomide) in relapsing MS: Assessing absolute differences using a number needed to treat analysis
Mark S. Freedman, Xavier Montalbán, Aaron E. Miller, Catherine Dive‐Pouletty, Steven Hass, Karthinathan Thangavelu +1 more
2016· article· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affno abstractunlabeled
CNS vasculitis in children
Marinka Twilt, Susanne M. Benseler
2013· review· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
fundno affno abstractunlabeled
Predictive medicine in multiple sclerosis: A systematic review
Julie Havas, Emmanuelle Leray, Fabien Rollot, Romain Casey, Laure Michel, Flora Lejeune +3 more
2020· review· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaepi_narrow
29
citations
affno abstractunlabeled
Characteristics of COVID-19 disease in multiple sclerosis patients
Mahdi Barzegar, Omid Mirmosayyeb, Mahsa Ghajarzadeh, Nasim Nehzat, Saeed Vaheb, Vahid Shaygannejad +1 more
2020· letter· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations
affno abstractunlabeled
Frequent retinal ganglion cell damage after acute optic neuritis
Alexander U. Brandt, Svenja Specovius, Timm Oberwahrenbrock, Hanna Zimmermann, Friedemann Paul, Fiona Costello
2018· article· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
29
citations

How this was built: Screen · Findings · About