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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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HLRP Health Literacy Research and Practice
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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.

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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.

11 results · 1 filter active ·
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20172025
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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.
11 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 11 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 11 of 11 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
aboutno affunlabeled
Hemodialysis Access Choice: Impact of Health Literacy
Andrea Mazarova, Swapnil Hiremath, Manish M. Sood, Edward G. Clark, Pierre Antoine Brown, Ann Bugeja +2 more
2017· article· en· HLRP Health Literacy Research and Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+scholarly_communication
13
citations
fundno affno abstractunlabeled
New Directions for Health Literacy Research
Barry D. Weiss, Mary Ann Abrams, Elizabeth Mansfield, Kristine Sørensen
2023· article· en· HLRP Health Literacy Research and Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch
4
citations
affunlabeled
Exploring Cardiac Rehabilitation Barriers Across Health Literacy Levels
Ana Paula Delgado Bomtempo Batalha, Gabriela Lima de Melo Ghisi
2025· article· en· HLRP Health Literacy Research and Practice· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaresearch
0
citations

How this was built: Screen · Findings · About