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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 Wakefulness Research
Retraction
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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.

2,234 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.
2,234 works in the cohort · of 4,299,418page 1 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.

affno abstractunlabeled
The Visual Scoring of Sleep in Adults
2007· article· en· Journal of Clinical Sleep Medicine· Neuroscience
distilled prediction:candidate · metaresearchconsensus · none
1,079
citations
afffundunlabeled
Arousal systems
2003· review· en· Frontiers in bioscience· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
529
citations
afffundunlabeled
The corticothalamic system in sleep
2003· review· en· Frontiers in bioscience· Neuroscience
distilled prediction:candidate · noneconsensus · none
502
citations
affno abstractunlabeled
REM sleep behaviour disorder
2018· review· en· Nature Reviews Disease Primers· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
487
citations
affunlabeled
Alcohol and Sleep I: Effects on Normal Sleep
2013· review· en· Alcoholism Clinical and Experimental Research· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
383
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
The Biology of REM Sleep
2017· review· en· Current Biology· Neuroscience
distilled prediction:candidate · noneconsensus · none
352
citations
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How this was built: Screen · Findings · About