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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.

affaffiliation
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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 14 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.

afffundno abstractunlabeled
Sleep loss and structural plasticity
Cassandra C Areal, Simon C. Warby, Valérie Mongrain
2017· review· en· Current Opinion in Neurobiology· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
33
citations
affno abstractunlabeled
Daytime somnolence in adult sleepwalkers
Alex Désautels, Antonio Zadra, Marc‐Antoine Labelle, Yves Dauvilliers, Dominique Petit, Jacques Montplaisir
2013· article· en· Sleep Medicine· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
32
citations
afffundunlabeled
Sleep in the Acute Phase of Severe Traumatic Brain Injury
Catherine Wiseman‐Hakes, Catherine Duclos, Hélène Blais, Marie Dumont, Françis Bernard, Alex Désautels +4 more
2015· article· en· Neurorehabilitation and neural repair· Neuroscience
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Neurobiological Aspects of Sleep Physiology
Alex Moszczynski, Brian J. Murray
2012· review· en· Neurologic Clinics· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
31
citations
afffundaboutunlabeled
Inuit Interpretations of Sleep Paralysis
Samuel Law, Laurence J. Kirmayer
2005· article· en· Transcultural Psychiatry· Neuroscience
distilled prediction:candidate · noneconsensus · none
31
citations
afffundunlabeled
EEG connectivity across sleep cycles and age
Maude Bouchard, Jean‐Marc Lina, Pierre‐Olivier Gaudreault, Jonathan Dubé, Nadia Gosselin, Julie Carrier
2019· article· en· SLEEP· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · none
30
citations
affunlabeled
Improved sleep scoring in mice reveals human-like stages
Marie Lacroix, Gaëtan de Lavilléon, Julie M. Lefort, Karim El Kanbi, Sophie Bagur, Samuel Laventure +3 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations
affno abstractunlabeled
Sleep, brain vascular health and ageing
Arehally M. Mahalakshmi, Bipul Ray, Sunanda Tuladhar, Abid Bhat, Muhammed Bishir, Srinivasa Rao Bolla +5 more
2020· review· en· GeroScience· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
30
citations

How this was built: Screen · Findings · About