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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
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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.

754 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.
754 works in the cohort · of 4,299,418page 1 of 16

Labels cover 1 of 754 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 754 of 754 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Rapid eye movement sleep behavior disorder: devising controlled active treatment studies for symptomatic and neuroprotective therapy—a consensus statement from the International Rapid Eye Movement Sleep Behavior Disorder Study Group
Carlos H. Schenck, J. Montplaisir, Birgit Frauscher, Birgit Högl, Jean Gagnon, Ronald B. Postuma +33 more
2013· article· en· Sleep Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
233
citations
afffundno abstractunlabeled
Working on atypical schedules
Diane B. Boivin, Geneviève Tremblay, Francine O. James
2007· review· en· Sleep Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
214
citations
affno abstractunlabeled
Sleep following sport-related concussions
Nadia Gosselin, Maryse Lassonde, Dominique Petit, Suzanne Leclerc, Valérie Mongrain, Alex Collie +1 more
2008· article· en· Sleep Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
202
citations
afffundno abstractunlabeled
Insomnia in shift work
Annie Vallières, Aïda Azaiez, Vincent Moreau, Mélanie LeBlanc, Charles M. Morin
2014· article· en· Sleep Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
126
citations
affno abstractunlabeled
From circadian clock gene expression to pathologies
Elaine Waddington Lamont, Francine O. James, Diane B. Boivin, Nicolas Cermakian
2007· review· en· Sleep Medicine· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
119
citations
affno abstractunlabeled
Neuroimaging in sleep medicine
Thien Thanh Dang‐Vu, Martin Desseilles, Dominique Petit, Stéphanie Mazza, Jacques Montplaisir, Pierre Maquet
2007· review· en· Sleep Medicine· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
117
citations
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How this was built: Screen · Findings · About