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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.

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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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American Journal of Geriatric Psychiatry
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Retraction
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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.

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

458 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.
458 works in the cohort · of 4,299,418page 4 of 10

Labels cover 0 of 458 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 458 of 458 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Effects of a Multidisciplinary Intervention on the Presence of Neuropsychiatric Symptoms and Psychotropic Drug Use in Nursing Home Residents WithYoung-Onset Dementia: Behavior and Evolution of Young-Onset Dementia Part 2 (BEYOND-II) Study
Britt Appelhof, Christian Bakker, Marjolein de Vugt, Jeannette C.L. van Duinen‐van den IJssel, Sandra A. Zwijsen, Martin Smalbrugge +4 more
2019· article· en· American Journal of Geriatric Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Paroxetine Treatment of Primary Insomnia in Older Adults
Charles F. Reynolds, Daniel J. Buysse, Mark D. Miller, Bruce G. Pollock, Martica H. Hall, Sati Mazumdar
2006· article· en· American Journal of Geriatric Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
21
citations
afffundno abstractunlabeled
A Palliative Approach to Falls in Advanced Dementia
Andrea Iaboni, Karen Van Ooteghem, Meghan Marcil, Amy Cockburn, Alastair J. Flint, Daphna Grossman +1 more
2017· review· en· American Journal of Geriatric Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Is Suicide the End Point of Ageism and Human Rights Violations?
Anne Wand, Hilde Verbeek, Cécile Hanon, Carlos Augusto de Mendonça Lima, Kiran Rabheru, Carmelle Peisah
2021· article· en· American Journal of Geriatric Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
17
citations
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