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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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Sleep and Wakefulness Research
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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
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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.

2,234 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.
2,234 works in the cohort · of 4,299,418page 3 of 45

Labels cover 1 of 2,234 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 2,234 of 2,234 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cataplexy—clinical aspects, pathophysiology and management strategy
Yves Dauvilliers, Jerry M. Siegel, Régis Lopez, Zoltan A. Torontali, John Peever
2014· review· en· Nature Reviews Neurology· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
189
citations
afffundunlabeled
Sleep spindles and learning potential.
Stuart Fogel, Rebecca S. Nader, Kimberly A. Côté, Carlyle Smith
2007· article· en· Behavioral Neuroscience· Neuroscience
distilled prediction:candidate · noneconsensus · none
188
citations
affno abstractunlabeled
Hypocretin/orexin in arousal and stress
Craig W. Berridge, Rodrigo A. España, Nicole M. Vittoz
2009· review· en· Brain Research· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
176
citations
afffundno abstractunlabeled
REM sleep and memory
Richard Boyce, Sylvain Williams, Antoine Adamantidis
2017· review· en· Current Opinion in Neurobiology· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
158
citations
affvenueunlabeled
Sexsomnia—A New Parasomnia?
Colin M. Shapiro, Nikola N. Trajanovic, J. Paul Fedoroff
2003· article· en· The Canadian Journal of Psychiatry· Neuroscience
distilled prediction:candidate · noneconsensus · none
158
citations
affno abstractunlabeled
Sleep and circadian rhythm dysregulation in schizophrenia
Jaime M. Monti, Ahmed S. BaHammam, Seithikurippu R. Pandi‐Perumal, Vivien Bromundt, D. Warren Spence, Daniel P. Cardinali +1 more
2013· review· en· Progress in Neuro-Psychopharmacology and Biological Psychiatry· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
157
citations
affno abstractunlabeled
The functional significance of K-complexes
Florin Amzica, Mircea Steriade
2002· article· en· Sleep Medicine Reviews· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
157
citations
affunlabeled
Precipitating factors of somnambulism
Mathieu Pilon, Jacques Montplaisir, Antonio Zadra
2008· article· en· Neurology· Neuroscience
distilled prediction:candidate · noneconsensus · none
156
citations
affno abstractunlabeled
Does Consciousness Disappear in Dreamless Sleep?
Jennifer Windt, Toré Nielsen, Evan Thompson
2016· review· en· Trends in Cognitive Sciences· Neuroscience
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
151
citations
affno abstractunlabeled
The use of evoked potentials in sleep research
Ian M. Colrain, Kenneth B. Campbell
2007· review· en· Sleep Medicine Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
149
citations
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