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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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Health Literacy and Information Accessibility
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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
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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.

2,100 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.
2,100 works in the cohort · of 4,299,418page 3 of 42

Labels cover 15 of 2,100 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 2,100 of 2,100 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractgemma · no categorygpt · no categorymodels agree
Readability of Cancer Information on the Internet
Daniela B. Friedman, Laurie Hoffman‐Goetz, José F. Arocha
2004· article· en· Journal of Cancer Education· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
109
citations
afffundunlabeled
Measuring Health Literacy in Individuals With Diabetes
Fatima Al Sayah, Beverly Williams, Jeffrey Johnson
2012· review· en· Health Education & Behavior· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
105
citations
affunlabeled
Age-Specific Search Strategies for Medline
Monika Kastner, Nancy L Wilczynski, Cindy Walker‐Dilks, K. Ann McKibbon, Brian Haynes
2006· article· en· Journal of Medical Internet Research· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
102
citations
aboutno affunlabeled
The Health Information Literacy Research Project
Jean P. Shipman, Sabrina Kurtz-Rossi, Carla J. Funk
2009· article· en· Journal of the Medical Library Association JMLA· Health Professions
distilled prediction:candidate · metaresearch+sts+research_integrityconsensus · metaresearch
96
citations
affno abstractunlabeled
Pediatric surgery on YouTube™: Is the truth out there?
Stephanie K. Bezner, Erica Hodgman, Diana L. Diesen, Joshua T. Clayton, Robert K. Minkes, Jacob C. Langer +1 more
2014· article· en· Journal of Pediatric Surgery· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · insufficient_payload
95
citations
aboutno affunlabeled
Health Literacy in Surgery
Michelle E. Chang, Samantha Baker, Isabel Marques, Amandiy Liwo, Sebastian Chung, Joshua Richman +5 more
2020· review· en· HLRP Health Literacy Research and Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch
93
citations
affaboutunlabeled
Social media and health promotion
Cameron D. Norman
2012· editorial· en· Global Health Promotion· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity
92
citations
affvenueno abstractunlabeled
Quality of Breast Cancer Sites on the World Wide Web
Laurie Hoffman‐Goetz, Juanne N. Clarke
2000· article· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
85
citations

How this was built: Screen · Findings · About