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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
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 8 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.

affunlabeled
Frailty and Social Vulnerability
Melissa K. Andrew
2015· review· en· Interdisciplinary topics in gerontology and geriatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
79
citations
affno abstractunlabeled
Prevalencia de fragilidad en una población urbana de mayores de 65 años y su relación con comorbilidad y discapacidad
María Victoria Castell, Ángel Otero Puime, María T. Sánchez-Santos, Araceli Garrido Barral, Juan Ignacio González-Montalvo, Marı́a Victoria Zunzunegui
2010· article· es· Atención Primaria· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
78
citations
afffundno abstractunlabeled
Scoping review of frailty in vascular surgery
Laura M. Drudi, Matthew Ades, Tara Landry, Heather L. Gill, S. Marlene Grenon, Oren K. Steinmetz +1 more
2018· article· en· Journal of Vascular Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
77
citations
afffundno abstractunlabeled
Routine Frailty Screening in Critical Illness
Jai N. Darvall, Rinaldo Bellomo, Eldho Paul, Michael Bailey, Paul J. Young, Alice Reid +2 more
2021· article· en· CHEST Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
77
citations
affno abstractunlabeled
The outcomes of the elderly in acute care general surgery
Etienne St‐Louis, Monisha Sudarshan, Mostafa Alhabboubi, M. El-Husseini Hassan, Dan Deckelbaum, Tarek Razek +2 more
2015· article· en· European Journal of Trauma and Emergency Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
76
citations
afffundunlabeled
Reversing frailty in older adults: a scoping review
Aurélie Tonjock Kolle, Krystina B. Lewis, Michelle Lalonde, Chantal Backman
2023· review· en· BMC Geriatrics· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
76
citations
aboutno affunlabeled
Prevalência de sintomas depressivos e fatores associados em idosos no norte de Minas Gerais: um estudo de base populacional
Gizele Carmem Fagundes Ramos, Jair Almeida Carneiro, Ana Teresa Fernandes Barbosa, José Márcio Girardi de Mendonça, Antônio Prates Caldeira
2015· article· pt· Jornal Brasileiro de Psiquiatria· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
74
citations
aboutno affunlabeled
Symptom Burden in Chronically Ill Homebound Individuals
Ania Wajnberg, Katherine Ornstein, Meng Zhang, Kristofer L. Smith, Theresa Soriano
2012· article· en· Journal of the American Geriatrics Society· Medicine
distilled prediction:candidate · noneconsensus · none
74
citations

How this was built: Screen · Findings · About