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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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Nature Reviews Neurology
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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.

147 results · 1 filter active ·
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20092025
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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.
147 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 147 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 147 of 147 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The neuroanatomical–functional paradox in spinal cord injury
Karim Fouad, Phillip G. Popovich, Marcel A. Kopp, Jan M. Schwab
2020· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
163
citations
afffundno abstractunlabeled
Cholesterol metabolism in Huntington disease
Joanna M. Karasinska, Michael R. Hayden
2011· review· en· Nature Reviews Neurology· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
156
citations
affno abstractunlabeled
Epigenetic changes in patients with multiple sclerosis
Marcus Koch, Luanne M. Metz, Olga Kovalchuk
2012· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
139
citations
affno abstractunlabeled
The multiple sclerosis prodrome
Naila Makhani, Helen Tremlett
2021· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
129
citations
affno abstractunlabeled
Benign mesial temporal lobe epilepsy
Angelo Labate, Antonio Gambardella, Eva Andermann, Umberto Aguglia, Fernando Cendes, Samuel F. Berkovic +1 more
2011· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
86
citations
affno abstractunlabeled
From the prodromal stage of multiple sclerosis to disease prevention
Ruth Ann Marrie, Mark Allegretta, Lisa F. Barcellos, Bruce F. Bebo, Peter A. Calabresi, Jorge Correale +25 more
2022· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
84
citations
affno abstractunlabeled
Perinatal stroke: mapping and modulating developmental plasticity
Adam Kirton, Megan J. Metzler, Brandon T. Craig, Alicia Hilderley, Mary Dunbar, Adrianna Giuffre +3 more
2021· review· en· Nature Reviews Neurology· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
70
citations
affno abstractunlabeled
Cognitive impairment and World Trade Centre-related exposures
Sean Clouston, Charles B. Hall, Minos Kritikos, David A. Bennett, Steven T. DeKosky, Jerri D. Edwards +26 more
2021· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
52
citations
affno abstractunlabeled
Headache in people with epilepsy
Prisca R. Bauer, Else A. Tolner, Mark R. Keezer, Michel D. Ferrari, Josemir W. Sander
2021· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
46
citations
affno abstractunlabeled
Secondary stroke prevention
J. David Spence
2010· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
35
citations
affno abstractunlabeled
Systemic determinants of brain health in ageing
Eric E. Smith, Geert Jan Biessels, Virginia Gao, Rebecca F. Gottesman, Arthur Liesz, Neal S. Parikh +1 more
2024· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
31
citations
affno abstractunlabeled
Alzheimer disease seen through the lens of sex and gender
Laura Castro‐Aldrete, Melanie Einsiedler, J Martínková, Herman Depypere, Ting Fang Alvin Ang, Michelle M. Mielke +8 more
2025· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
27
citations
afffundno abstractunlabeled
Advancing multiple sclerosis management in older adults
Anneke van der Walt, Eva Strijbis, Francesca Bridge, Timothy Coetzee, Jennifer Graves, Wallace Brownlee +49 more
2025· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
24
citations
affno abstractunlabeled
Fluid biomarkers of chronic traumatic brain injury
Susanna Friberg, Caroline Lindblad, Frederick A. Zeiler, Henrik Zetterberg, Tobias Granberg, Per Svenningsson +2 more
2024· review· en· Nature Reviews Neurology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
22
citations
affno abstractunlabeled
The promise of futility trials in neurological diseases
Marcus Koch, Lawrence Korngut, David Patry, Yahya Aghakhani, Chris White, Justyna R. Sarna +5 more
2015· review· en· Nature Reviews Neurology· Mathematics
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · metaresearch+research_integrity
21
citations
affno abstractunlabeled
Microglial phagocytosis in Alzheimer disease
Guy C. Brown, Peter St George‐Hyslop, Rosa Chiara Paolicelli, Greg Lemke
2025· article· en· Nature Reviews Neurology· Neuroscience
distilled prediction:candidate · noneconsensus · none
21
citations

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