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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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Focus on Health Professional Education A Multi-Professional Journal
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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.

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.

19 results · 1 filter active ·
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20072025
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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.
19 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 19 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 19 of 19 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Advancing Indigenous Health through Medical Education
Odette Mazel, Ian Anderson
2011· article· en· Focus on Health Professional Education A Multi-Professional Journal· Medicine
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
15
citations
affunlabeled
Professionalism and medicine’s social contract
Sylvia R. Cruess, Richard L. Cruess
2014· article· en· Focus on Health Professional Education A Multi-Professional Journal· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
15
citations
affgpt · no categorygrok · no categoryopus · no categorymodels agree
Script concordance test examinations: Student perception and study approaches
Stephen Bacchi, Ian K. T. Tan, Ivana Chim, Matthew A Dabarno, Stuart Lubarsky, Paul Duggan
2019· article· en· Focus on Health Professional Education A Multi-Professional Journal· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
aboutno affunlabeled
Adding Reality to Clinical Skills Training: A Defining Point
Helen Moriarty
2007· article· en· Focus on Health Professional Education A Multi-Professional Journal· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
0
citations

How this was built: Screen · Findings · About