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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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Medical Education Online
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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
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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.

93 results · 1 filter active ·
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20012025
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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.
93 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 93 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 93 of 93 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Needs Assessment in Postgraduate Medical Education: A Review
Savithiri Ratnapalan, Robert Hilliard
2002· review· en· Medical Education Online· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
99
citations
fundno affunlabeled
Measuring Strength of Motivation for Medical School
M.G.H. Nieuwhof, Olle ten Cate, Paul Oosterveld, M.B.M. Soethout
2004· article· en· Medical Education Online· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
45
citations
affunlabeled
Roadmap for creating an accelerated three-year medical education program
Shou Ling Leong, Joan Cangiarella, Tonya L. Fancher, Lisa Dodson, Colleen O׳Connor Grochowski, Carol Hustedde +9 more
2017· article· en· Medical Education Online· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
34
citations
affunlabeled
Medical students as human subjects in educational research
Umut Sarpel, Mary Ann Hopkins, Frederick G. More, Steven D. Yavner, Martin Pusic, MichaelW. Nick +3 more
2013· article· en· Medical Education Online· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · insufficient_payload
34
citations
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How this was built: Screen · Findings · About