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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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Ageing Research 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.

116 results · 1 filter active ·
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20022025
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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.
116 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 116 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 116 of 116 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Aging in COVID-19: Vulnerability, immunity and intervention
Yiyin Chen, Sabra L. Klein, Brian T. Garibaldi, Huifen Li, Cunjin Wu, Nicole M. Osevala +4 more
2020· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · metaresearch
1,054
citations
affno abstractunlabeled
Exercise, oxidative stress and hormesis
Zsolt Radák, Hae Young Chung, Erika Koltai, Albert W. Taylor, Sataro Goto
2007· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
612
citations
aboutno affunlabeled
Telomere Length and All-Cause Mortality: A Meta-analysis
Qi Wang, Yiqiang Zhan, Nancy L. Pedersen, Fang Fang, Sara Hägg
2018· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
328
citations
afffundno abstractunlabeled
Mitochondrial dysfunction in aging
Ying Guo, Teng Guan, Kashfia Shafiq, Qiang Yu, Xin Jiao, Donghui Na +3 more
2023· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
304
citations
afffundno abstractunlabeled
Senescence, sleep, and circadian rhythms
Seithikurippu R. Pandi‐Perumal, L.K Seils, Leonid Kayumov, Martin R. Ralph, Alan Lowe, Henry J. Moller +1 more
2002· review· en· Ageing Research Reviews· Neuroscience
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
162
citations
affno abstractunlabeled
Frailty prevalence and impact on outcomes in patients with atrial fibrillation: A systematic review and meta-analysis of 1,187,000 patients
Marco Proietti, Giulio Francesco Romiti, Valeria Raparelli, Igor Diemberger, Giuseppe Boriani, Laura Adelaide Dalla Vecchia +4 more
2022· review· en· Ageing Research Reviews· Economics, Econometrics and Finance
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch
162
citations
afffundunlabeled
Aging in two languages: Implications for public health
Ellen Bialystok, Jubin Abutalebi, Thomas H. Bak, Deborah M. Burke, Judith F. Kroll
2016· review· en· Ageing Research Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
158
citations
affno abstractunlabeled
Influenza vaccine responses in older adults
Janet E. McElhaney
2010· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
154
citations
affno abstractunlabeled
Neuroprotective effects of cognitive enrichment
Norton W. Milgram, Christina T. Siwak-Tapp, Joseph A. Araujo, Elizabeth Head
2006· review· en· Ageing Research Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
149
citations
afffundno abstractunlabeled
Impact of omega-3 fatty acids in Parkinson's disease
M. Bousquet, Frédéric Calon, Francesca Cicchetti
2011· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
121
citations
affunlabeled
Nutrition and the ageing brain: Moving towards clinical applications
Emma Flanagan, Daniel J. Lamport, Lorraine Brennan, Philip W. J. Burnet, Vittorio Calabrese, Stephen C. Cunnane +22 more
2020· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
117
citations
afffundno abstractunlabeled
Impact of age on T cell signaling: A general defect or specific alterations?
Anis Larbi, Graham Pawelec, Siew Cheng Wong, David Goldeck, June Jing-Yi Tai, Tamàs Fülöp
2010· review· en· Ageing Research Reviews· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
108
citations
affno abstractunlabeled
Targeting DNA methylation in cancer
Moshe Szyf
2003· review· en· Ageing Research Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
99
citations
affno abstractunlabeled
The multiple functions of melatonin in regenerative medicine
Maryam Majidinia, Rüssel J. Reiter, Seyed Kazem Shakouri, Iraj Mohebbi, Mojgan Rastegar, Mojtaba Kaviani +4 more
2018· review· en· Ageing Research Reviews· Neuroscience
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
97
citations
afffundno abstractunlabeled
Curcumin nanoformulations to combat aging-related diseases
Maryam Mahjoob, Ursula Stochaj
2021· review· en· Ageing Research Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
87
citations
afffundno abstractunlabeled
Arterial stiffness and brain integrity: A review of MRI findings
Atef Badji, Dalia Sabra, Louis Bherer, Julien Cohen‐Adad, Hélène Girouard, Claudine Gauthier
2019· review· en· Ageing Research Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
76
citations
affno abstractunlabeled
Sedentary behavior and the biological hallmarks of aging
Jérémy Raffin, Philipe de Souto Barreto, Anne Pavy‐Le Traon, Bruno Vellas, Mylène Aubertin‐Leheudre, Yves Rolland
2022· review· en· Ageing Research Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
75
citations
affno abstractunlabeled
Melatonin: Protection against age-related cardiac pathology
Gaia Favero, Lorenzo Franceschetti, Barbara Buffoli, Mohammed H. Moghadasian, Rüssel J. Reiter, Luigi Fabrizio Rodella +1 more
2016· review· en· Ageing Research Reviews· Neuroscience
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
74
citations

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