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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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Aging
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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.

107 results · 1 filter active ·
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20092025
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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.
107 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 107 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 107 of 107 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Epigenetic bystander-like effects of stroke in somatic organs
Anna Kovalchuk, Michael D. Lowings, Rocio Rodriguez‐Juarez, Arif Muhammad, Slava Ilnytskyy, Bryan Kolb +1 more
2012· article· en· Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
13
citations
affunlabeled
Empirical verification of evolutionary theories of aging
Pavlo Kyryakov, Alejandra Gomez-Perez, Anastasia Glebov, Nimara Asbah, Luigi Bruno, Carolynne Meunier +2 more
2016· article· en· Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
MSC - targets for atherosclerosis therapy
Inés Colmegna, Ursula Stochaj
2018· editorial· en· Aging· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Motoric cognitive risk syndrome: what’s new?
Olivier Beauchet, Liam A. Cooper-Brown, Gilles Allali
2021· editorial· en· Aging· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
7
citations
affunlabeled
What biomarkers (if any) for precise medicine?
Sabrina Strano, Paola Muti, Giovanni Blandino
2015· editorial· en· Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affunlabeled
SHIP prevents metastasis
Gerald Krystal, Melisa J. Hamilton, Kevin L. Bennewith
2016· editorial· en· Aging· Medicine
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Aging microglia: old friends greet new enemies
Yifei Dong, V. Wee Yong
2022· editorial· en· Aging· Neuroscience
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
affunlabeled
Biomarkers and subtypes of cancer
Maud H. W. Starmans, Paul C. Boutros
2015· editorial· en· Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
A laboratory test of evolutionary aging theories
Tatiana Iouk, Vladimir I. Titorenko
2017· letter· en· Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About