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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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Frailty in Older Adults
Retraction
Abstract
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Study design
Label agreement
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

3,562 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.
3,562 works in the cohort · of 4,299,418page 4 of 72

Labels cover 11 of 3,562 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 3,562 of 3,562 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A pilot randomized controlled trial to improve geriatric frailty
Ding‐Cheng Chan, Hsiao‐Hui Tsou, Rong‐Sen Yang, Jau‐Yih Tsauo, Ching‐Yu Chen, Chao A. Hsiung +1 more
2012· article· en· BMC Geriatrics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
164
citations
afffundunlabeled
Frailty, lifestyle, genetics and dementia risk
David Ward, Janice M. Ranson, Lindsay Wallace, David J. Llewellyn, Kenneth Rockwood
2021· article· en· Journal of Neurology Neurosurgery & Psychiatry· Medicine
distilled prediction:candidate · noneconsensus · none
157
citations
affno abstractunlabeled
Frailty and cognitive decline
Daiene de Morais Fabrício, Marcos Hortes Nisihara Chagas, Breno S. Diniz
2020· review· en· Translational research· Medicine
distilled prediction:candidate · noneconsensus · none
152
citations
afffundno abstractunlabeled
Frailty in older women
Ruth E. Hubbard, Kenneth Rockwood
2011· review· en· Maturitas· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
150
citations
aboutno affunlabeled
Frailty in the elderly: prevalence and associated factors
Jair Almeida Carneiro, Rafael Cardoso, Meiriellen Silva Durães, Maria Clara Araújo Guedes, Frederico Leão Santos, Fernanda Marques da Costa +1 more
2017· article· en· Revista Brasileira de Enfermagem· Medicine
distilled prediction:candidate · noneconsensus · none
147
citations
affno abstractunlabeled
International Survey of Nursing Home Research Priorities
John E. Morley, Gideon A. Caplan, Matteo Cesari, Birong Dong, Joseph H. Flaherty, George T. Grossberg +13 more
2014· article· en· Journal of the American Medical Directors Association· Medicine
distilled prediction:candidate · metaresearchconsensus · none
142
citations

How this was built: Screen · Findings · About