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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 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
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.

3,697 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 5 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.

affunlabeled
Identifying Children’s Nocturnal Sleep Using 24-h Waist Accelerometry
Tiago V. Barreira, John M. Schuna, Emily F. Mire, Peter T. Katzmarzyk, Jean‐Philippe Chaput, Geneviève Leduc +1 more
2014· article· en· Medicine & Science in Sports & Exercise· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
159
citations
afffundno abstractunlabeled
Examining maladaptive beliefs about sleep across insomnia patient groups
Colleen E. Carney, Jack D. Edinger, Charles M. Morin, Rachel Manber, Bruce Rybarczyk, Edward J. Stepanski +2 more
2009· article· en· Journal of Psychosomatic Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
157
citations
affvenueunlabeled
Sleep Quality in Chronic Pain Patients
Kemal Sayar, Meltem Arıkan, Tulin Yontem
2002· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
151
citations
affaboutunlabeled
The epidemiology of long-term benzodiazepine use
C. Ineke Neutel
2005· review· en· International Review of Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
150
citations
affno abstractunlabeled
Insomnia and generalized anxiety disorder:
Lynda Bélanger, Charles M. Morin, Frédèric Langlois, Robert Ladouceur
2003· article· en· Journal of Anxiety Disorders· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
148
citations
fundno affunlabeled
Sleep disturbances and dementia risk: A multicenter study
Shireen Sindi, Ingemar Kåreholt, Lena Johansson, Johan Skoog, Linnea Sjöberg, Hui‐Xin Wang +6 more
2018· article· en· Alzheimer s & Dementia· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
147
citations
afffundvenueaboutunlabeled
Sleep disturbance and cardiovascular risk in adolescents
Indra Narang, Cedric Manlhiot, Jolie Davies-Shaw, Don Gibson, Nita Chahal, Karen Stearne +3 more
2012· article· en· Canadian Medical Association Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
144
citations

How this was built: Screen · Findings · About