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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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Innovations in Medical Education
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

6,256 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.
6,256 works in the cohort · of 4,299,418page 3 of 126

Labels cover 27 of 6,256 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 6,256 of 6,256 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Sociological interpretations of professionalism
Maria Athina Martimianakis, Jerry M Maniate, Brian Hodges
2009· review· en· Medical Education· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
215
citations
affaboutunlabeled
A typology of longitudinal integrated clerkships
Paul Worley, Ian Couper, Roger Strasser, Lisa Graves, Beth‐Ann Cummings, Richard Woodman +2 more
2016· article· en· Medical Education· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
193
citations
affunlabeled
Learning Curves in Health Professions Education
Martin Pusic, Kathy Boutis, Rose Hatala, David A. Cook
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
192
citations
affunlabeled
Scholarship in Teaching
Ruth‐Marie E. Fincher, Deborah Simpson, Stewart Mennin, Gary C. Rosenfeld, Arthur I. Rothman, M. McGrew +3 more
2000· article· en· Academic Medicine· Medicine
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · none
191
citations
affno abstractunlabeled
To the point: medical education, technology, and the millennial learner
Laura Hopkins, Brittany Star Hampton, Jodi Abbott, Samantha D. Buery-Joyner, LaTasha B. Craig, John L. Dalrymple +6 more
2017· review· en· American Journal of Obstetrics and Gynecology· Medicine
distilled prediction:candidate · metaresearchconsensus · none
183
citations
affno abstractunlabeled
Seeing the same thing differently
Peter Yeates, Paul O’Neill, Karen Mann, Kevin W. Eva
2012· article· en· Advances in Health Sciences Education· Medicine
distilled prediction:candidate · noneconsensus · none
183
citations
aboutno affunlabeled
Curriculum Change in Dental Education, 2003–09
N. Karl Haden, William D. Hendricson, Denise K. Kassebaum, Richard R. Ranney, George Weinstein, Eugene L. Anderson +1 more
2010· article· en· Journal of Dental Education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
173
citations
affunlabeled
Growth mindset in competency-based medical education
Denyse Richardson, Benjamin Kinnear, Karen E. Hauer, Teri L. Turner, Eric J. Warm, Andrew K. Hall +3 more
2021· review· en· Medical Teacher· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
169
citations

How this was built: Screen · Findings · About