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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 Medicine Reviews
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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.

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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.

161 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.
161 works in the cohort · of 4,299,418page 1 of 4

Labels cover 0 of 161 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 161 of 161 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Exercise and sleep
2000· article· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
742
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
afffundno abstractunlabeled
Sleep, circadian rhythm, and gut microbiota
2020· review· en· Sleep Medicine Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
476
citations
affno abstractunlabeled
Sleep and pain
2001· article· en· Sleep Medicine Reviews· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
405
citations
afffundno abstractunlabeled
Nightmares: A new neurocognitive model
2007· review· en· Sleep Medicine Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
374
citations
affno abstractunlabeled
Quality of life in sleep disorders
2003· review· en· Sleep Medicine Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
293
citations
afffundno abstractunlabeled
Insomnia and hypertension: A systematic review
2018· review· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
205
citations
affno abstractunlabeled
The use of evoked potentials in sleep research
2007· review· en· Sleep Medicine Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
149
citations
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