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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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venuejournal
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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
Evidence
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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 2 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
Why medical students should learn how to teach
Mylène Dandavino, Linda Snell, Jeffrey Wiseman
2007· review· en· Medical Teacher· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
323
citations
affaboutunlabeled
2018 Consensus framework for good assessment
John J. Norcini, M. Brownell Anderson, Valdes Roberto Bóllela, Vanessa Burch, Manuel João Costa, Robbert Duvivier +4 more
2018· article· en· Medical Teacher· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
315
citations
aboutno affunlabeled
The Hidden Curricula of Medical Education: A Scoping Review
Carlton Lawrence, Tsholofelo Mhlaba, Kearsley A. Stewart, Relebohile Moletsane, Bernhard Gaede, Mosa Moshabela
2017· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
304
citations
affunlabeled
"Profession": A Working Definition for Medical Educators
Sylvia R. Cruess, Sharon Johnston, Richard L. Cruess
2004· review· en· Teaching and Learning in Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
292
citations
affunlabeled
Context, Conflict, and Resolution
Shiphra Ginsburg, Glenn Regehr, Rose Hatala, Nancy McNaughton, Alice Z. Frohna, Brian Hodges +2 more
2000· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
269
citations
affunlabeled
Advancing Faculty Development in Medical Education
Karen Leslie, Lindsay Baker, Eileen Egan‐Lee, Martina Esdaile, Scott Reeves
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
258
citations
affunlabeled
Cognition Before Curriculum
Kulamakan Kulasegaram, Maria Athina Martimianakis, Maria Mylopoulos, Cynthia Whitehead, Nicole N. Woods
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
251
citations
affunlabeled
Teaching Medical Professionalism
Richard L. Cruess, Yvonne Steinert, Sylvia R. Cruess
2016· book· en· Cambridge University Press eBooks· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
250
citations
affunlabeled
Humanism, the Hidden Curriculum, and Educational Reform
Maria Athina Martimianakis, Barret Michalec, Justin Lam, Carrie Cartmill, Janelle S. Taylor, Frederic W. Hafferty
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
238
citations
affunlabeled
Entrustability Scales
Janelle Rekman, Wade Gofton, Nancy Dudek, Tyson Gofton, Stanley J. Hamstra
2015· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
237
citations
venueno affunlabeled
Outcome-Based Education
Margery H. Davis
2003· article· en· Journal of Veterinary Medical Education· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
233
citations
affunlabeled
“I AM a Doctor”
Heather Frost, Glenn Regehr
2013· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
226
citations

How this was built: Screen · Findings · About