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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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Mental Health Treatment and Access
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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.

2,783 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.
2,783 works in the cohort · of 4,299,418page 2 of 56

Labels cover 12 of 2,783 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 2,783 of 2,783 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
A 40-Year Perspective on the Prevalence of Depression
Jane M. Murphy, Nan M. Laird, Richard R. Monson, Arthur M. Sobol, Alexander H. Leighton
2000· article· en· Archives of General Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
321
citations
affvenueunlabeled
Community Attitudes toward People with Schizophrenia
Heather Stuart, Julio Arboleda‐Flórez
2001· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
307
citations
affunlabeled
Reducing the stigma of mental illness
Heather Stuart
2016· review· en· Cambridge Prisms Global Mental Health· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
292
citations
aboutno affunlabeled
Mental health in the Americas: an overview of the treatment gap
Robert Kohn, Ali Ahsan Ali, Victor Puac‐Polanco, Chantal Figueroa, Victor López-Soto, Kristen E. Morgan +2 more
2018· article· es· Revista Panamericana de Salud Pública· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
287
citations
aboutno affunlabeled
Iatrogenic stigma of mental illness
N. Sartorius
2002· editorial· en· BMJ· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
276
citations
affno abstractunlabeled
Mental health care for university students: a way forward?
Anne Duffy, Kate Saunders, Gin S. Malhi, Scott B. Patten, Andrea Cipriani, Stephen H. McNevin +2 more
2019· review· en· The Lancet Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
255
citations
aboutno affunlabeled
A review of the economic impact of mental illness
Christopher M. Doran, Irina Kinchin
2017· review· en· Australian Health Review· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
243
citations
aboutno affunlabeled
Cost-benefit analysis of psychological therapy
Richard Layard, David M. Clark, Martín Knapp, Guy Mayraz
2007· article· en· National Institute Economic Review· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
231
citations
venueno affunlabeled
Enhancing the clinical utility of depression screening
Kurt Kroenke
2012· letter· en· Canadian Medical Association Journal· Psychology
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
228
citations
afffundvenueaboutunlabeled
Rethinking recommendations for screening for depression in primary care
Brett D. Thombs, James C. Coyne, Pim Cuijpers, Peter de Jonge, Simon Gilbody, John P. A. Ioannidis +4 more
2011· review· en· Canadian Medical Association Journal· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
225
citations
afffundno abstractunlabeled
World survey of mental illness stigma
Neil Seeman, Sabrina Tang, Adalsteinn Brown, Alton Ing
2015· article· en· Journal of Affective Disorders· Psychology
distilled prediction:candidate · noneconsensus · none
224
citations

How this was built: Screen · Findings · About