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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.

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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Cerebrospinal fluid and hydrocephalus
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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,222 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,222 works in the cohort · of 4,299,418page 23 of 25

Labels cover 1 of 1,222 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 1,222 of 1,222 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
Densifying Optodes Montage to Enhance Cerebellar fNIRS
Giulia Rocco, Édouard Delaire, Stephen Ramanoël, Marie-Noële Magnié-Mauro, Christophe Grova, Jérôme Lebrun
2022· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Macrocephaly
John H. Duffus, Michael Schwenk, Douglas M. Templeton
2017· dataset· en· IUPAC Standards Online· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Hydrocephalus, Obstructive
Douglas M. Templeton, Michael Schwenk, John H. Duffus
2016· dataset· en· IUPAC Standards Online· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
earth space science textbook pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Neuroscience
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Hydrocephalus and Disorders of Intracranial Pressure
Mark G. Hamilton, Daniel K. Resnick, Russell R. Lonser
2025· editorial· en· Neurosurgery Clinics of North America· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Dissecting spontaneous cerebrospinal fluid collection
Pierre‐Olivier Champagne, Jean‐Claude Décarie, Louis Crevier, Alexander G. Weil
2018· article· en· Medical Hypotheses· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Glymphatic dysfunction in non-dialysis, hemodialysis and peritoneal dialysis patients with ESRD is associated with cognitive decline
Hao Wang, Wenbo Yang, Xu Boyan, Zhenchang Wang
2024· article· en· Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Endoscopic Treatment of Adult Hydrocephalus
Thomas J. Zwimpfer, Mark G. Hamilton
2025· review· en· Neurosurgery Clinics of North America· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
P.130 Endoscopic fenestration of trapped fourth ventricle
KM Libbus, SA Walling, ED Leck, PD McNeely
2024· article· en· Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques· Neuroscience
machine prediction:candidate · noneconsensus · none
0
citations

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