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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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Homelessness and Social Issues
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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.

4,406 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.
4,406 works in the cohort · of 4,299,418page 6 of 89

Labels cover 16 of 4,406 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 4,406 of 4,406 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Needs of the hidden homeless – no longer hidden: a pilot study
Jamie Crawley, Debbie Kane, L. Atkinson-Plato, Morris Hamilton, Kimberley Dobson, James Watson
2013· article· en· Public Health· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
65
citations
afffundno abstractunlabeled
Depressive Symptoms and Patterns of Drug Use Among Street Youth
Scott E. Hadland, Brandon D. L. Marshall, Thomas Kerr, Jiezhi Qi, Julio Montaner, Evan Wood
2010· article· en· Journal of Adolescent Health· Health Professions
distilled prediction:candidate · noneconsensus · none
60
citations
afffundunlabeled
Health supports needed for homeless persons transitioning from hospitals
Sarah L. Canham, Shelly Davidson, Karen Custodio, Celine Mauboules, Chloe Good, Andrew Wister +1 more
2018· review· en· Health & Social Care in the Community· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
59
citations
affaboutunlabeled
Health of people experiencing co-occurring homelessness, imprisonment, substance use, sex work and/or severe mental illness in high-income countries: a systematic review and meta-analysis
Emily Tweed, RM Thomson, Dan Lewer, Colin Sumpter, Amir Kirolos, Paul Southworth +6 more
2021· review· en· Journal of Epidemiology & Community Health· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+sts+research_integrityconsensus · none
58
citations
aboutno affunlabeled
Aboriginal Homelessness in Canada: A Literature Review
Caryl Patrick
2014· review· en· York University Digital Library (York University)· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
56
citations

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