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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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International Journal of Mental Health Systems
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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.

affaffiliation
fundfunder
venuejournal
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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.

109 results · 1 filter active ·
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20072025
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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.
109 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 109 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 109 of 109 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
A qualitative study of a psychiatric emergency
Yves Chaput, Michel Paradis, Lucie Beaulieu, Édith Labonté
2008· article· en· International Journal of Mental Health Systems· Psychology
distilled prediction:candidate · noneconsensus · none
18
citations
affaboutunlabeled
Participatory model building for suicide prevention in Canada
Laura H. Thompson, Justin J. Lang, Brieanne Olibris, Amélie Gauthier-Beaupré, Heather Cook, Dakota Gillies +1 more
2020· article· en· International Journal of Mental Health Systems· Psychology
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Dawn of a new day for mental health systems
Daniel Vigo
2021· article· en· International Journal of Mental Health Systems· Health Professions
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Characterizing modifications to the mental health gap action programme (mhGAP) intervention guide during implementation in low- and middle-income countries using the framework for reporting adaptations and modifications to evidence-based interventions: a systematic review of reviews
Harikeerthan Raghuram, Akanksha Jayant Rajguru, Mythili Menon Pathiyil, A. C. Brahmbhatt, Anant Bhan, Jessica Spagnolo +1 more
2025· review· en· International Journal of Mental Health Systems· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
afffundaboutunlabeled
Provider perceptions of the anticipated benefits, barriers, and facilitators associated with implementing a stepped care model for the delivery of addiction and mental health services in New Brunswick: a mixed-methods observational implementation study
Alesha C. King, Laura M. Harris-Lane, Stéphane Bérubé, Katie Burke, AnnMarie Churchill, Peter Cornish +3 more
2023· article· en· International Journal of Mental Health Systems· Health Professions
distilled prediction:candidate · noneconsensus · none
4
citations
fundno affunlabeled
Perceived impacts as narrated by service users and providers on practice, policy and mental health system following the implementation of the mhGAP-IG using the TEAM model in a rural setting in Makueni County, Kenya: a qualitative approach
Victoria Mutiso, Christine Musyimi, Tahilia J. Rebello, Michael Ogutu, Ruth W. Ruhara, Darius Nyamai +2 more
2019· article· en· International Journal of Mental Health Systems· Psychology
distilled prediction:candidate · noneconsensus · none
2
citations

How this was built: Screen · Findings · About