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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
Label status

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
Evidence
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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 3 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.

affaboutunlabeled
The assessment of frailty in older people in acute care
Sarah N. Hilmer, Vidya Perera, Bridin Murnion, Jonathan Dent, Beata Bajorek, Slade Matthews +1 more
2009· article· en· Australasian Journal on Ageing· Medicine
distilled prediction:candidate · noneconsensus · none
229
citations
affunlabeled
An overview of osteoporosis and frailty in the elderly
Guowei Li, Lehana Thabane, Αλεξάνδρα Παπαϊωάννου, George Ioannidis, Mitchell Levine, Jonathan D. Adachi
2017· review· en· BMC Musculoskeletal Disorders· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
217
citations
aboutno affunlabeled
Frailty in an Older Inpatient Population
David Basic, Chris Shanley
2014· article· en· Journal of Aging and Health· Medicine
distilled prediction:candidate · noneconsensus · none
214
citations
affunlabeled
Standard set of health outcome measures for older persons
Asangaedem Akpan, Charlotte Roberts, Karen Bandeen‐Roche, Barbara Batty, Claudia Bausewein, Diane Bell +24 more
2018· article· en· BMC Geriatrics· Medicine
distilled prediction:candidate · noneconsensus · none
211
citations
affvenueunlabeled
Exercise prescription to reverse frailty
Nick W. Bray, Rowan R. Smart, Jennifer M. Jakobi, Gareth R. Jones
2016· article· en· Applied Physiology Nutrition and Metabolism· Medicine
distilled prediction:candidate · noneconsensus · none
192
citations
afffundno abstractunlabeled
Frailty and perioperative outcomes: a narrative review
Thomas Beggs, Aresh Sepehri, Andrea Szwajcer, Navdeep Tangri, Rakesh C. Arora
2014· review· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow
185
citations
affno abstractunlabeled
State of the art in geriatric rehabilitation. Part I: Review of frailty and comprehensive geriatric assessment11No commercial party having a direct financial interest in the results of the research supporting this article has or will confer a benefit upon the authors or upon any organization with which the authors are associated.
Jennie Wells, Jamie A. Seabrook, Paul Stolee, Michael Borrie, Frank Knoefel
2003· review· en· Archives of Physical Medicine and Rehabilitation· Medicine
distilled prediction:candidate · metaresearchconsensus · none
185
citations
afffundaboutunlabeled
Heterogeneity of Human Aging and Its Assessment
Arnold Mitnitski, Susan E. Howlett, Kenneth Rockwood
2016· article· en· The Journals of Gerontology Series A· Medicine
distilled prediction:candidate · noneconsensus · none
183
citations
affunlabeled
Frailty and its quantitative clinical evaluation
Paige Moorhouse, K. Rockwood
2012· article· en· The Journal of the Royal College of Physicians of Edinburgh· Medicine
distilled prediction:candidate · noneconsensus · none
178
citations
aboutno affunlabeled
Cognitive Function in the Prefrailty and Frailty Syndrome
Deirdre A. Robertson, George M. Savva, Robert F. Coen, Rose Anne Kenny
2014· article· en· Journal of the American Geriatrics Society· Medicine
distilled prediction:candidate · noneconsensus · none
173
citations

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