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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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International Journal of MS Care
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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.

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.

112 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.
112 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 112 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 112 of 112 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Fatigue and Comorbidities in Multiple Sclerosis
Kirsten M. Fiest, John D. Fisk, Scott B. Patten, Helen Tremlett, Christina Wolfson, Sharon Warren +3 more
2016· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
58
citations
affunlabeled
Exercise Training in Progressive Multiple Sclerosis
Lara A. Pilutti, John E. Paulseth, Carin Dove, Shucui Jiang, Michel P. Rathbone, Audrey L. Hicks
2016· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
45
citations
afffundunlabeled
Screening Tools for Anxiety in People with Multiple Sclerosis
Brittany Litster, Kirsten M. Fiest, Scott B. Patten, John D. Fisk, John R. Walker, Lesley A. Graff +10 more
2016· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
39
citations
afffundunlabeled
Care Partners and Multiple Sclerosis
Tamara Mckenzie, Mary Elizabeth Quig, Tuula Tyry, Ruth Ann Marrie, Gary Cutter, Edward N. Shearin +2 more
2015· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
35
citations
fundno affunlabeled
A Framework of Care in Multiple Sclerosis, Part 2
Scott D. Newsome, Philip J. Aliotta, Jacquelyn Bainbridge, Susan E. Bennett, Gary Cutter, Kaylan Fenton +7 more
2017· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
30
citations
affunlabeled
The Multiple Sclerosis Self-Management Scale
Setareh Ghahari, Lana S Khoshbin, Susan Forwell
2014· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
NARCOMS and Other Registries in Multiple Sclerosis
Ruth Ann Marrie, Gary Cutter, Robert J. Fox, Timothy Vollmer, Tuula Tyry, Amber Salter
2021· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
27
citations
affunlabeled
The Evolving Role of the Multiple Sclerosis Nurse
Therese Burke, Sara Dishon, Lynn McEwan, Jennifer Smrtka
2011· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affunlabeled
Validation of the NARCOMS Registry
Ruth Ann Marrie, Myla Goldman
2011· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Tests of Information Processing Speed
Lisa A.S. Walker, Amy Cheng, Jason A. Berard, Lindsay Berrigan, Laura Rees, Mark Freedman
2012· article· en· International Journal of MS Care· Medicine
distilled prediction:candidate · noneconsensus · none
22
citations
aboutno affunlabeled
Whom to Target for Falls-Prevention Trials
Michelle Cameron, Susan Coote, Jacob J. Sosnoff
2014· article· en· International Journal of MS Care· Health Professions
distilled prediction:candidate · noneconsensus · none
13
citations

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