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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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Nature Aging
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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.

70 results · 1 filter active ·
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20212025
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Categories
Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
70 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 70 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 70 of 70 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Universal DNA methylation age across mammalian tissues
Ake T. Lu, Zhe Fei, Amin Haghani, Todd R. Robeck, Joseph A. Zoller, Caesar Z. Li +181 more
2023· article· en· Nature Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
387
citations
afffundunlabeled
A complex systems approach to aging biology
Alan A. Cohen, Luigi Ferrucci, Tamàs Fülöp, Dominique Gravel, Nan Hao, Andres Kriete +6 more
2022· review· en· Nature Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
204
citations
affno abstractunlabeled
Nonuniversality of inflammaging across human populations
Maximilien Franck, Kamaryn Tanner, Robert L. Tennyson, Camille Daunizeau, Luigi Ferrucci, Stefania Bandinelli +23 more
2025· article· en· Nature Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
47
citations
afffundno abstractunlabeled
APOEε4 potentiates amyloid β effects on longitudinal tau pathology
João Pedro Ferrari‐Souza, Bruna Bellaver, Pâmela C.L. Ferreira, Andréa Lessa Benedet, Guilherme Povala, Firoza Z Lussier +33 more
2023· article· en· Nature Aging· Medicine
distilled prediction:candidate · noneconsensus · none
40
citations
affno abstractunlabeled
Reflections on measures of social isolation among older adults
Mary Louise Pomeroy, Fereshteh Mehrabi, Emerald Jenkins, Roger O’Sullivan, Thomas Cudjoe
2023· letter· en· Nature Aging· Social Sciences
distilled prediction:candidate · research_integrityconsensus · research_integrity
21
citations
affunlabeled
A plasma protein-based risk score to predict hip fractures
Thomas R. Austin, Maria Nethander, Howard A Fink, Anna E. Törnqvist, Diana Jalal, Petra Bůžková +23 more
2024· article· en· Nature Aging· Medicine
distilled prediction:candidate · research_integrityconsensus · none
14
citations
affno abstractunlabeled
The X-Age Project to construct a Chinese aging clock
Mengmeng Jiang, Qiaoran Wang, Zikai Zheng, Jianghua Shen, Muzhao Xiong, Yandong Zheng +257 more
2025· review· en· Nature Aging· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
10
citations
afffundno abstractunlabeled
The CALERIE Genomic Data Resource
Calen P. Ryan, David L. Corcoran, Nirad Banskota, Claire Eckstein Indik, Aris Floratos, Richard A. Friedman +11 more
2024· article· en· Nature Aging· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
When apathy is deadlier than COVID-19
Catherine Stratton, Lene Lund Andersen, Laurie Proulx, Emily Sirotich
2021· letter· en· Nature Aging· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
6
citations

How this was built: Screen · Findings · About