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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 ·
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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.
2,234 works in the cohort · of 4,299,418page 31 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Human spindle variability
C. González, Xi Jiang, Jorge González-Martínez, Eric Halgren
2021· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Peripheral Nervous System and Sleep
Arash Khairandish, C. M. Shapiro
2013· book-chapter· en· Elsevier eBooks· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Descartes and His Peculiar Sleep Pattern
Aleksandar Damjanović, Srđan Milovanović, Nikola N. Trajanovic
2015· article· en· Journal of the History of the Neurosciences· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Synchrony of neuromodulatory systems during NREM sleep
Sasa Teng, Angie N. Maldonado Rodriguez, Xinyue Chen, Yueqing Peng
2025· article· en· Proceedings of the National Academy of Sciences· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Memory control deficits in the sleep-deprived human brain
Marcus O. Harrington, Theodoros Karapanagiotidis, Lauryn Phillips, Jonathan Smallwood, Michael C. Anderson, Scott A. Cairney
2023· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Neuroscience
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Sleep Biology: Tuning In While Tuned Out
Jimmy J. Fraigne, John Peever
2012· article· en· Current Biology· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
afffundno abstractunlabeled
Sleep and Autobiographical Memory
Nelly Matorina, Morgan D. Barense
2024· article· en· Current Sleep Medicine Reports· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Effect of amphetamines on blood pressure
Julie Man, Anitha Kommareddy, Vijaya M Musini, James M Wright
2012· article· en· Cochrane Database of Systematic Reviews· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The influence of sleep on memory
Melodee Mograss
2007· dissertation· en· Open MIND· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Parasomnias
Jacques Montplaisir, Antonio Zadra, Toré Nielsen, Dominique Petit
2017· book-chapter· en· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
Brain Circuits Underlying Narcolepsy
Sara Katherine Pintwala, John Peever
2021· review· en· The Neuroscientist· Neuroscience
machine prediction:candidate · noneconsensus · none
2
citations
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