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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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Cultural Competency in Health Care
Retraction
Abstract
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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.

1,170 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.
1,170 works in the cohort · of 4,299,418page 2 of 24

Labels cover 3 of 1,170 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 1,170 of 1,170 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Evaluation of a Cultural Competence Course
Angela E. Cooper Brathwaite
2005· article· en· Journal of Transcultural Nursing· Social Sciences
machine prediction:candidate · noneconsensus · none
73
citations
affunlabeled
Knowledge Development and Evidence-based Practice
Sheryl Reimer‐Kirkham, Jennifer Baumbusch, Annette Schultz, Joan M. Anderson
2007· article· en· Advances in Nursing Science· Social Sciences
machine prediction:candidate · noneconsensus · none
57
citations
affaboutunlabeled
Education and Practice
Dawn Doutrich, Marni Storey
2004· article· en· Family & Community Health· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations
afffundvenueunlabeled
Emerging concepts in the CanMEDS physician competency framework
Brent Thoma, Anna Karwowska, Louise Samson, Nicole Labine, Heather Waters, Meredith Giuliani +11 more
2022· article· en· Canadian Medical Education Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Multicultural Medicine and the Politics of Recognition
Laurence J. Kirmayer
2011· article· en· The Journal of Medicine and Philosophy A Forum for Bioethics and Philosophy of Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
53
citations
venueno affno abstractunlabeled
Cultural Diversity in Health and Illness
Joan Gillie
2004· article· en· Canadian Journal of Nursing Research· Social Sciences
machine prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
Culture, behavior and health
Margarita Hernandez, James K. Gibb
2019· article· en· Evolution Medicine and Public Health· Social Sciences
machine prediction:candidate · noneconsensus · none
49
citations

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