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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.

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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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Mechanisms of Ageing and Development
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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.

134 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.
134 works in the cohort · of 4,299,418page 3 of 3

Labels cover 0 of 134 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 134 of 134 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
A quantile frailty index without dichotomization
Garrett Stubbings, Kenneth Rockwood, Arnold Mitnitski, Andrew D. Rutenberg
2021· article· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
9
citations
afffundno abstractunlabeled
Impact of host ageing on the metastatic phenotype
Brian Meehan, Alexander Dombrovsky, Karrie Lau, Tiffany Lai, Nathalie Magnus, Laura Montermini +1 more
2013· article· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
afffundno abstractunlabeled
Polypharmacy and mobility outcomes
Muhammad Usman Ali, Diana Sherifali, Donna Fitzpatrick‐Lewis, Meghan Kenny, April Liu, Larkin Lamarche +1 more
2020· review· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Effects of aging on hepatic IGF-I signaling
Chunmei Li, W. S. Parkhouse
2002· article· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
6
citations
afffundno abstractunlabeled
Toward a multidisciplinary science of aging biology
Alan A. Cohen, Tamàs Fülöp
2021· editorial· en· Mechanisms of Ageing and Development· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Spelunking the biology of frailty
Alice E. Kane, Susan E. Howlett
2019· editorial· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Retraction notice to “A feasibility study of the combination of intranasal insulin with dulaglutide for cognition in older adults with metabolic syndrome at high dementia risk- Study rationale and design” [Mech. Ageing Dev. 213 (2023) 111825]
Tal Davidy, Iscka Yore, Tali Cukierman‐Yaffe, Ramit Ravona‐Springer, Abigail Livny, Orit H. Lesman‐Segev +7 more
2024· article· en· Mechanisms of Ageing and Development· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
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