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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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Journal of Urban Health
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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.

182 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.
182 works in the cohort · of 4,299,418page 1 of 4

Labels cover 1 of 182 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 182 of 182 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Development of a Standardized Neighborhood Deprivation Index
Lynne C. Messer, Barbara Laraia, Jay S. Kaufman, Janet Eyster, Claudia Holzman, Jennifer F. Culhane +3 more
2006· article· en· Journal of Urban Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
1,004
citations
affno abstractunlabeled
Health of the Homeless and Climate Change
Brodie Ramin, Tomislav Svoboda
2009· review· en· Journal of Urban Health· Environmental Science
distilled prediction:candidate · noneconsensus · none
131
citations
affno abstractunlabeled
Social costs of untreated opioid dependence
Ronald Wall, Jürgen Rehm, Benedikt Fischer, Bruna Brands, Louis Gliksman, Jennifer M. Stewart +2 more
2000· article· de· Journal of Urban Health· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
111
citations
affno abstractunlabeled
Noise Levels Associated with Urban Land Use
Gavin H. King, M. Roland-Mieszkowski, Timothy Jason, Daniel Rainham
2012· article· en· Journal of Urban Health· Health Professions
distilled prediction:candidate · noneconsensus · none
92
citations
affno abstractunlabeled
A Framework for Improving Health in Cities: A Discussion Paper
Sholom Glouberman, Michael Gemar, Philippa Campsie, Glenn W. Miller, Jim Armstrong, Chayim Newman +2 more
2006· article· en· Journal of Urban Health· Social Sciences
distilled prediction:candidate · noneconsensus · none
56
citations
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