MétaCan
Menu
Cohort builder

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.

Search term
Author
Year range
Sort
Language
Type
Field
Venue
Topic
Sleep and Wakefulness Research
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

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 ·
Results by year
20002025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
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 15 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.

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
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
Rapid eye movement sleep behaviour disorder: Past, present, and future
Birgit Högl, Isabelle Arnulf, Melanie Bergmann, Matteo Cesari, Ziv Gan‐Or, Anna Heidbreder +9 more
2022· review· en· Journal of Sleep Research· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
30
citations
affno abstractunlabeled
Spontaneous K-complexes in chronic psychophysiological insomnia
Célyne Bastien, Geneviève St-Jean, Isabelle Turcotte, Charles M. Morin, Mélanie Lavallée, Julie Carrier +1 more
2009· article· en· Journal of Psychosomatic Research· Neuroscience
distilled prediction:candidate · noneconsensus · none
29
citations
afffundunlabeled
Cerebral Asymmetry in Insomnia Sufferers
Geneviève St-Jean, Isabelle Turcotte, Célyne Bastien
2012· article· en· Frontiers in Neurology· Neuroscience
distilled prediction:candidate · noneconsensus · none
29
citations
venueno affunlabeled
Transcranial Alternating Current Stimulation (tACS) as a Treatment for Insomnia
Gholam K. Motamedi, Peter G. Jeliazkov, Temitayo Oyegbile‐Chidi, Sunbin Song, Varun D. Sharma, Mihriye Mete +4 more
2022· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Neuroscience
distilled prediction:candidate · stsconsensus · sts
29
citations
afffundunlabeled
Sleeping at the switch
Maude Bouchard, Jean‐Marc Lina, Pierre‐Olivier Gaudreault, Alexandre Lafrenière, Jonathan Dubé, Nadia Gosselin +1 more
2021· article· en· eLife· Neuroscience
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
28
citations

How this was built: Screen · Findings · About