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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
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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
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
Evidence
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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 2 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
The link between multiple sclerosis and depression
2014· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
523
citations
afffundno abstractunlabeled
Multiple sclerosis
2023· review· en· The Lancet· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
510
citations
afffundno abstractunlabeled
Will the real multiple sclerosis please stand up?
2012· review· en· Nature reviews. Neuroscience· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
470
citations
affno abstractunlabeled
Brain health: time matters in multiple sclerosis
2016· review· en· Multiple Sclerosis and Related Disorders· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
451
citations
aboutno affunlabeled
Early onset multiple sclerosis
2002· article· en· Neurology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
415
citations
affunlabeled
Pathology of Demyelinating Diseases
2011· review· en· Annual Review of Pathology Mechanisms of Disease· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
405
citations
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How this was built: Screen · Findings · About