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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 ·
Categories
Machine labels · sparse coverage
Evidence
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 1 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.

afffundno abstractunlabeled
Chronic insomnia
2012· review· la· The Lancet· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
942
citations
afffundno abstractunlabeled
Epidemiology of Insomnia
2022· review· en· Sleep Medicine Clinics· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
830
citations
affno abstractunlabeled
Exercise and sleep
2000· article· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
742
citations
afffundno abstractunlabeled
Insomnia disorder
2015· review· en· Nature Reviews Disease Primers· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
688
citations
affno abstractunlabeled
Sleep disturbance in cancer patients
2002· article· en· Social Science & Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
665
citations
afffundno abstractunlabeled
Sleep quality during pregnancy: A meta-analysis
2017· review· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+insufficient_payload
556
citations
affunlabeled
The Natural History of Insomnia
2009· article· en· Archives of Internal Medicine· Psychology
distilled prediction:candidate · noneconsensus · none
494
citations
affno abstractunlabeled
Sleep patterns, diet quality and energy balance
2013· review· en· Physiology & Behavior· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
469
citations
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How this was built: Screen · Findings · About