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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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The Lancet Psychiatry
Topic
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.

263 results · 1 filter active ·
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20142025
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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.
263 works in the cohort · of 4,299,418page 4 of 6

Labels cover 2 of 263 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 263 of 263 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.

affno abstractunlabeled
WHO treatment guideline for mental disorders
Falk Leichsenring, Allan Abbass, Peter Fonagy, Kenneth N. Levy, Peter Lilliengren, Patrick Luyten +3 more
2024· article· en· The Lancet Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
11
citations
afffundno abstractunlabeled
The global impact of anxiety disorders
Rudolf Uher
2023· letter· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Anxiety prevention in schools
Katharina Manassis
2014· article· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Scaling-up of treatment of depression and anxiety
Anthony F. Jorm, Scott B. Patten, Traolach Brugha, Ramin Mojtabai
2016· letter· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
7
citations
affno abstractunlabeled
Basaglia's impact
Giuseppe Guaiana, Tarun Bastiampillai, Stephen Allison, Richard O’Reilly
2019· letter· en· The Lancet Psychiatry· Arts and Humanities
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
Suicide prevention in Arctic Indigenous communities
Pamela Y. Collins, Roberto A. Delgado, Beverly A. Pringle, Catherine Roca, Anthony G. Phillips
2017· article· en· The Lancet Psychiatry· Health Professions
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Psychiatry pharmacogenomics: Africans are not at the table
Frances Adiukwu, Emmanuel Aniekan Essien, Olufisayo Adesokun, Sandra Ofori
2023· letter· en· The Lancet Psychiatry· Pharmacology, Toxicology and Pharmaceutics
machine prediction:candidate · open_scienceconsensus · none
5
citations
affno abstractunlabeled
APEC digital hub for mental health
Chee H. Ng, Maureen M. Goodenow, Andrew J. Greenshaw, Phil Upshall, Raymond W. Lam
2017· letter· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Suicide risk assessment
Stephanie R. Penney, Alexander I. F. Simpson
2022· letter· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Towards a mental health inequity audit
Stephanie Knaak, Tom Ungar
2017· letter· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · noneconsensus · none
4
citations
aboutno affno abstractunlabeled
Ottawa, Canada
Jude Mary Cénat
2021· article· en· The Lancet Psychiatry· Psychology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
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