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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
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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
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 5 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.

afffundno abstractunlabeled
Aging, frailty and complex networks
Arnold Mitnitski, Andrew D. Rutenberg, Spring R. Farrell, Kenneth Rockwood
2017· review· en· Biogerontology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
131
citations
afffundunlabeled
Frailty and Risk of Fractures in Patients With Type 2 Diabetes
Jerilynn C. Prior, William D. Leslie, Lehana Thabane, Αλεξάνδρα Παπαϊωάννου, Robert G. Josse, Stéphanie Kaiser +7 more
2019· article· en· Diabetes Care· Medicine
distilled prediction:candidate · noneconsensus · none
127
citations
venueno affno abstractunlabeled
Diabetes and Frailty: Two Converging Conditions?
Alan J. Sinclair, Leocadio Rodríguez‐Mañas
2015· review· en· Canadian Journal of Diabetes· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
125
citations
afffundaboutunlabeled
Persistent Pain and Frailty: A Case for Homeostenosis
Joseph W. Shega, William Dale, Melissa K. Andrew, Judith A. Paice, Kenneth Rockwood, Debra K. Weiner
2011· article· en· Journal of the American Geriatrics Society· Medicine
distilled prediction:candidate · noneconsensus · none
124
citations
afffundunlabeled
Frailty and the risk of cognitive impairment
Samuel D. Searle, Kenneth Rockwood
2015· review· en· Alzheimer s Research & Therapy· Medicine
distilled prediction:candidate · noneconsensus · none
124
citations
affunlabeled
What are frailty instruments for?
Kenneth Rockwood, Olga Theou, A. Mitnitski
2015· review· en· Age and Ageing· Medicine
distilled prediction:candidate · noneconsensus · none
123
citations
afffundno abstractunlabeled
Impairments in mobility and balance in relation to frailty
Daniel Davis, Michael R.H. Rockwood, Arnold B. Mitnitski, Kenneth Rockwood
2010· article· en· Archives of Gerontology and Geriatrics· Medicine
distilled prediction:candidate · noneconsensus · none
121
citations
venueno affunlabeled
C-Reactive Protein and Frailty in the Elderly: A Literature Review
Dimitrios Velissaris, Nikolaos Pantzaris, Ioanna Koniari, Nikolaos Koutsogiannis, Vasileios Karamouzos, Ioanna Kotroni +2 more
2017· review· en· Journal of Clinical Medicine Research· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
120
citations
affaboutunlabeled
Screening for Frailty in Canada’s Health Care System: A Time for Action
John Muscedere, Melissa K. Andrew, Sean M. Bagshaw, Carole A. Estabrooks, David B. Hogan, Jayna Holroyd‐Leduc +9 more
2016· article· fr· Canadian Journal on Aging / La Revue canadienne du vieillissement· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
116
citations
affno abstractunlabeled
Outcomes of Elderly Survivors of Intensive Care
Deirdre Hennessy, Kelsey Juzwishin, Dean Yergens, Thomas Noseworthy, Christopher J. Doig
2005· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
115
citations
affno abstractunlabeled
Frailty and Its Potential Relevance to Cardiovascular Care
Mandeep Singh, Karen P. Alexander, Véronique L. Roger, Charanjit S. Rihal, Heather E. Whitson, Amir Lerman +2 more
2008· review· en· Mayo Clinic Proceedings· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
115
citations
afffundno abstractunlabeled
Global geriatric oncology: Achievements and challenges
Enrique Soto‐Pérez‐de‐Celis, Nienke A. de Glas, Tina Hsu, Ravindran Kanesvaran, Christopher Steer, Ana Patricia Navarrete‐Reyes +5 more
2017· review· en· Journal of Geriatric Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
113
citations

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