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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 related disorders
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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.

3,697 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.
3,697 works in the cohort · of 4,299,418page 3 of 74

Labels cover 19 of 3,697 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 3,697 of 3,697 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Sleep Quality Prediction From Wearable Data Using Deep Learning
Aarti Sathyanarayana, Shafiq Joty, Luis Fernández-Luque, Ferda Ofli, Jaideep Srivastava, Ahmed K. Elmagarmid +2 more
2016· article· en· JMIR mhealth and uhealth· Psychology
distilled prediction:candidate · noneconsensus · none
244
citations
affno abstractunlabeled
Sleep and Athletic Performance
Jonathan Charest, Michael A. Grandner
2020· review· en· Sleep Medicine Clinics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
240
citations
affunlabeled
Benzodiazepines: Risks and benefits. A reconsideration
David S. Baldwin, Katherine J. Aitchison, Alan N. Bateson, H. Valerie Curran, Simon Davies, Brian E. Leonard +3 more
2013· article· en· Journal of Psychopharmacology· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
238
citations
affunlabeled
Precipitating Factors of Insomnia
Célyne Bastien, Annie Vallières, Charles M. Morin
2004· article· en· Behavioral Sleep Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
232
citations
affno abstractunlabeled
Postoperative sleep disruptions: A potential catalyst of acute pain?
Florian Chouchou, Samar Khoury, Jean‐Marc Chauny, Ronald Denis, Gilles Lavigne
2013· review· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
210
citations
affaboutunlabeled
Insomnia and Health Problems in Canadians
Deborah Sutton, Harvey Moldofsky, Elizabeth M. Badley
2001· article· en· SLEEP· Psychology
distilled prediction:candidate · noneconsensus · none
208
citations
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