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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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Interdisciplinary topics in gerontology and geriatrics
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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
fundfunder
venuejournal
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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.

25 results · 1 filter active ·
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20102020
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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.
25 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 25 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 25 of 25 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
On the Immunological Theory of Aging
Tamàs Fülöp, Jacek M. Witkowski, Graham Pawelec, Alan A. Cohen, Anis Larbi
2014· review· en· Interdisciplinary topics in gerontology and geriatrics· Neuroscience
distilled prediction:candidate · noneconsensus · none
155
citations
afffundunlabeled
Frailty, Inflammation and Immunosenescence
Tamàs Fülöp, Janet E. McElhaney, Graham Pawelec, Alan A. Cohen, José Morais, Gilles Dupuis +4 more
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
111
citations
affunlabeled
Frailty and Social Vulnerability
Melissa K. Andrew
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
79
citations
affunlabeled
Cellular Senescence, Immunosenescence and HIV
Tamàs Fülöp, Georges Herbein, Andrea Cossarizza, Jacek M. Witkowski, Éric Frost, Gilles Dupuis +2 more
2016· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
38
citations
affunlabeled
Immunology of Aging and Cancer Development
Tamàs Fülöp, Anis Larbi, Rami Kotb, Graham Pawelec
2013· article· en· Interdisciplinary topics in gerontology and geriatrics· Immunology and Microbiology
distilled prediction:candidate · noneconsensus · none
32
citations
affunlabeled
Natural Killer Cells, Aging, and Vaccination
Jacek M. Witkowski, Anis Larbi, Aurélie Le Page, Tamàs Fülöp
2020· review· en· Interdisciplinary topics in gerontology and geriatrics· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrowconsensus · none
26
citations
affunlabeled
Assessment of Frailty in Animal Models
Susan E. Howlett
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
aboutno affunlabeled
Herpes Zoster and Its Prevention by Vaccination
Robert W. Johnson, Myron J. Levin
2020· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
afffundunlabeled
Frailty: Scaling from Cellular Deficit Accumulation?
Kenneth Rockwood, Arnold Mitnitski, Susan E. Howlett
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
19
citations
affunlabeled
Frailty and the Microbiome
Conor J. Meehan, Morgan G. I. Langille, Robert G. Beiko
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
19
citations
affunlabeled
Aging of Cell Communication: Loss of Receptor Function
L. Robert, Tamàs Fülöp
2014· review· en· Interdisciplinary topics in gerontology and geriatrics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
affunlabeled
Longevity and Its Regulation: Centenarians and Beyond
L. Robert, Tamàs Fülöp
2014· review· en· Interdisciplinary topics in gerontology and geriatrics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affunlabeled
Frailty and Interprofessional Collaboration
Marion Briggs, Janet E. McElhaney
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
9
citations
affunlabeled
Vaccination against Respiratory Syncytial Virus
Christopher Green, Simon B. Drysdale, Andrew J. Pollard, Charles Sande
2020· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affunlabeled
End of Life Care in Frailty
Paige Moorhouse, Katalin Koller, Laurie Mallery
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations

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