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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 1 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.

afffundno abstractunlabeled
Grand challenges in global mental health
Pamela Y. Collins, Vikram Patel, Sarah S. Joestl, Dana March, Thomas R. Insel, Abdallah S. Daar +26 more
2011· article· en· Nature· Psychology
distilled prediction:candidate · noneconsensus · none
2,062
citations
afffundvenueaboutunlabeled
Why is depression more prevalent in women?
Paul R. Albert
2015· editorial· en· Journal of Psychiatry and Neuroscience· Psychology
distilled prediction:candidate · noneconsensus · none
1,783
citations
affaboutunlabeled
Mental illness-related stigma in healthcare
Stephanie Knaak, Ed Mantler, Andrew C. H. Szeto
2017· article· en· Healthcare Management Forum· Psychology
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
1,017
citations
affno abstractunlabeled
The economic costs of mental disorders
Sebastian Trautmann, Jürgen Rehm, Hans‐Ulrich Wïttchen
2016· article· en· EMBO Reports· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
794
citations
afffundunlabeled
Single item measures of self-rated mental health: a scoping review
Farah Ahmad, Anuroop K Jhajj, Donna E. Stewart, Madeline Burghardt, Arlene S. Bierman
2014· review· en· BMC Health Services Research· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
553
citations
affvenueaboutunlabeled
Descriptive Epidemiology of Major Depression in Canada
Scott B. Patten, JianLi Wang, Jeanne V.A. Williams, Shawn R. Currie, Cynthia A Beck, Colleen J. Maxwell +1 more
2006· article· en· The Canadian Journal of Psychiatry· Psychology
distilled prediction:candidate · noneconsensus · none
445
citations
fundno affunlabeled
Global Mental Health
Vikram Patel, Martin Prince
2010· article· id· JAMA· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
432
citations
affno abstractunlabeled
The WPA- Lancet Psychiatry Commission on the Future of Psychiatry
Dinesh Bhugra, Allan Tasman, Soumitra Pathare, Stefan Priebe, Shubuladè Smith, John Torous +35 more
2017· review· en· The Lancet Psychiatry· Psychology
distilled prediction:candidate · metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · none
405
citations

How this was built: Screen · Findings · About