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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
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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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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 6 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
Frailty Factors and Outcomes in Vascular Surgery Patients
John S M Houghton, Andrew Nickinson, Alastair Morton, Sarah Nduwayo, Coral Pepper, Harjeet Rayt +4 more
2019· review· en· Annals of Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
111
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
Validity of the assessment of life habits in older adults
Johanne Desrosiers, Luc Noreau, Line Robichaud, Patrick Fougeyrollas, Annie Rochette, Chantal Viscogliosi
2004· article· en· Journal of Rehabilitation Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
109
citations
aboutno affno abstractunlabeled
VALIDATION OF EDMONTON FRAIL SCALE INTO ELDERLY TURKISH POPULATION
Hülya Eskiizmirli Aygör, Çiçek Fadıloğlu, Sevnaz Şahin, Fisun Şenuzun Aykar, Fehmi Akçiçek
2018· article· en· Archives of Gerontology and Geriatrics· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
aboutno affunlabeled
Factors associated with frailty in older adults
Jack Roberto Silva Fhon, Rosalina Aparecida Partezani Rodrigues, Jair Lício Ferreira Santos, Marina Aleixo Diniz, Emanuella Barros dos Santos, Vanessa Costa Almeida +1 more
2018· article· en· Revista de Saúde Pública· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
afffundunlabeled
Generalized gamma frailty model
N. Balakrishnan, Yingwei Peng
2005· article· en· Statistics in Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
103
citations

How this was built: Screen · Findings · About