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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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Neuro-Oncology
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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.

1,994 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.
1,994 works in the cohort · of 4,299,418page 1 of 40

Labels cover 3 of 1,994 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 1,994 of 1,994 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
A multigene predictor of outcome in glioblastoma
Howard Colman, Lin Zhang, Erik P. Sulman, J. Matthew McDonald, N. L. Shooshtari, Alicia Rivera +13 more
2009· article· en· Neuro-Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
383
citations
affunlabeled
A molecularly integrated grade for meningioma
Joseph Driver, Samantha E. Hoffman, Sherwin Tavakol, E. L. Woodward, Eduardo A. Maury, Varun Bhave +22 more
2021· article· en· Neuro-Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
223
citations
affunlabeled
Lactate dehydrogenase A silencing in IDH mutant gliomas
Charles Chesnelong, Myriam M. Chaumeil, Michael Blough, Mohammad Al‐Najjar, Owen D.M. Stechishin, Jennifer A. Chan +5 more
2013· article· en· Neuro-Oncology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
215
citations
affgemma · no categorygpt · no categorymodels agree
An in vivo patient-derived model of endogenous IDH1-mutant glioma
H. Artee Luchman, O. D. Stechishin, Nam H. Dang, Michael Blough, C. Chesnelong, John J. Kelly +5 more
2011· article· en· Neuro-Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
205
citations
afffundunlabeled
Imaging and diagnostic advances for intracranial meningiomas
Raymond Y. Huang, Wenya Linda Bi, Brent Griffith, Timothy J. Kaufmann, Christian la Fougère, Nils Ole Schmidt +58 more
2018· review· en· Neuro-Oncology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
189
citations
affunlabeled
Pediatric low-grade gliomas: next biologically driven steps
David Jones, Mark W. Kieran, Éric Bouffet, Sanda Alexandrescu, Pratiti Bandopadhayay, Miriam Bornhorst +23 more
2017· review· en· Neuro-Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
165
citations
afffundunlabeled
Advances in multidisciplinary therapy for meningiomas
Priscilla K. Brastianos, Evanthia Galanis, Nicholas Butowski, Jason W. Chan, Ian F. Dunn, Roland Goldbrunner +56 more
2018· review· en· Neuro-Oncology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
165
citations

How this was built: Screen · Findings · About