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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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Frontiers in Neuroscience
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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.

1,041 results · 1 filter active ·
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20082025
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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.
1,041 works in the cohort · of 4,299,418page 1 of 21

Labels cover 3 of 1,041 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 1,041 of 1,041 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Deep learning for neuroimaging: a validation study
Sergey Plis, Devon Hjelm, Ruslan Salakhutdinov, Elena A. Allen, H. Jeremy Bockholt, Jeffrey D. Long +4 more
2014· article· en· Frontiers in Neuroscience· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
617
citations
afffundunlabeled
The Hsp70/Hsp90 Chaperone Machinery in Neurodegenerative Diseases
Rachel E. Lackie, Andrzej Maciejewski, Valeriy G. Ostapchenko, José Marques-Lopes, Wing‐Yiu Choy, Martin L. Duennwald +2 more
2017· review· en· Frontiers in Neuroscience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
381
citations
afffundunlabeled
MEG/EEG Group Analysis With Brainstorm
François Tadel, Elizabeth Bock, Guiomar Niso, John C. Mosher, Martin Cousineau, Dimitrios Pantazis +2 more
2019· article· en· Frontiers in Neuroscience· Neuroscience
distilled prediction:candidate · noneconsensus · none
238
citations
affunlabeled
Consensus Definition of Misophonia: A Delphi Study
Susan E. Swedo, David Baguley, Damiaan Denys, Laura J. Dixon, Mercede Erfanian, Alessandra Fioretti +11 more
2022· article· en· Frontiers in Neuroscience· Neuroscience
distilled prediction:candidate · noneconsensus · none
232
citations
afffundunlabeled
Insulin Resistance in Alzheimer's Disease
Laís S. S. Ferreira, Caroline Fernandes, Marcelo N. N. Vieira, Fernanda G. De Felice
2018· review· en· Frontiers in Neuroscience· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
222
citations

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