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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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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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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 5 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
Neuroimaging in sleep medicine
Thien Thanh Dang‐Vu, Martin Desseilles, Dominique Petit, Stéphanie Mazza, Jacques Montplaisir, Pierre Maquet
2007· review· en· Sleep Medicine· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
117
citations
fundno affno abstractunlabeled
Parp1 promotes sleep, which enhances DNA repair in neurons
David Zada, Yaniv Sela, Noa Matosevich, Adir Monsonego, Tali Lerer‐Goldshtein, Yuval Nir +1 more
2021· article· en· Molecular Cell· Neuroscience
distilled prediction:candidate · noneconsensus · none
111
citations
affunlabeled
Periodic leg movements during sleep and wakefulness in narcolepsy
Yves Dauvilliers, Marie‐Hélène Pennestri, Dominique Petit, Thien Thanh Dang‐Vu, Gilles Lavigne, Jacques Montplaisir
2007· article· en· Journal of Sleep Research· Neuroscience
distilled prediction:candidate · noneconsensus · none
111
citations
afffundno abstractunlabeled
A role for hypocretin/orexin in motivation
Jennifer L. Thompson, Stephanie L. Borgland
2010· review· en· Behavioural Brain Research· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
110
citations
afffundunlabeled
Local network regulation of orexin neurons in the lateral hypothalamus
Julia Burt, Christian O. Alberto, Matthew P. Parsons, Michiru Hirasawa
2011· review· en· American Journal of Physiology-Regulatory, Integrative and Comparative Physiology· Neuroscience
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
103
citations
affunlabeled
High Rates of Psychiatric Comorbidity in Narcolepsy
Chad Ruoff, Nancy L. Reaven, Susan E. Funk, Karen McGaughey, Maurice M. Ohayon, Christian Guilleminault +1 more
2016· article· en· The Journal of Clinical Psychiatry· Neuroscience
distilled prediction:candidate · noneconsensus · none
101
citations
afffundunlabeled
A mechanism for learning with sleep spindles
Adrien Peyrache, Julie Seibt
2020· review· en· Philosophical Transactions of the Royal Society B Biological Sciences· Neuroscience
distilled prediction:candidate · stsconsensus · none
100
citations
afffundunlabeled
Neuroligin-1 links neuronal activity to sleep-wake regulation
Janine El Helou, Erika Bélanger-Nelson, Marlène Freyburger, Stéphane Dorsaz, Thomas Curie, Francesco La Spada +7 more
2013· article· en· Proceedings of the National Academy of Sciences· Neuroscience
distilled prediction:candidate · noneconsensus · none
98
citations

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