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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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Physiological Reviews
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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.

72 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.
72 works in the cohort · of 4,299,418page 2 of 2

Labels cover 1 of 72 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 72 of 72 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
DEPTOR at the Nexus of Cancer, Metabolism, and Immunity
Alexandre Caron, David M. Briscoe, Denis Richard, Mathieu Laplante
2018· review· en· Physiological Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
85
citations
afffundunlabeled
Chloride transporters controlling neuronal excitability
Jessica C. Pressey, Miranda de Saint-Rome, Vineeth A. Raveendran, Melanie A. Woodin
2022· review· en· Physiological Reviews· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
75
citations
afffundgemma · no categorygpt · no categorymodels agree
Understanding coenzyme Q
Ying Wang, Noah Lilienfeldt, Siegfried Hekimi
2024· review· en· Physiological Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
60
citations
affunlabeled
Deconstructing the GWAS library: next-generation GWAS
Weirui Zhang, Svenja Koslowski, Marouane Benzaki, Chang Jie Mick Lee, Yike Zhu, Guillaume Lettre +2 more
2025· review· en· Physiological Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundno abstractunlabeled
Is Notch1 a neglected vascular mechanosensor?
Brooke R. Shepley, Anthony R. Bain
2023· letter· en· Physiological Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations

How this was built: Screen · Findings · About