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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 1 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
Competency-based medical education: theory to practice
Jason R. Frank, Linda Snell, Olle ten Cate, Eric S. Holmboe, Carol Carraccio, Susan R. Swing +14 more
2010· article· en· Medical Teacher· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · insufficient_payload
2,696
citations
affunlabeled
Reframing Medical Education to Support Professional Identity Formation
Richard L. Cruess, Sylvia R. Cruess, J. Donald Boudreau, Linda Snell, Yvonne Steinert
2014· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
1,010
citations
affunlabeled
Competency Is Not Enough
Sandra Jarvis-Selinger, Daniel D. Pratt, Glenn Regehr
2012· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
621
citations
affaboutunlabeled
Marrying Content and Process in Clinical Method Teaching
Suzanne Kurtz, Jonathan Silverman, John Benson, Juliet Draper
2003· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
563
citations
affunlabeled
Competency-based medical education in postgraduate medical education
William Iobst, Jonathan Sherbino, Olle ten Cate, Denyse Richardson, Deepak Dath, Susan R. Swing +4 more
2010· article· en· Medical Teacher· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
469
citations
affunlabeled
Giving feedback in clinical settings
Peter Cantillon, Joan Sargeant
2008· article· en· BMJ· Medicine
distilled prediction:candidate · noneconsensus · none
460
citations
aboutno affunlabeled
“Teaching as a Competency”: Competencies for Medical Educators
Malathi Srinivasan, Su‐Ting T. Li, Fredrick J. Meyers, Daniel D. Pratt, John B. Collins, Clarence H. Braddock +5 more
2011· review· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
365
citations
affunlabeled
Teaching professionalism: general principles
Richard L. Cruess, Sylvia R. Cruess
2006· article· en· Medical Teacher· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
349
citations
aboutno affunlabeled
Just Imagine
Neil Mehta, Alan L. Hull, James B. Young, James K. Stoller
2013· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
334
citations
affunlabeled
Ethnography in qualitative educational research: AMEE Guide No. 80
Scott Reeves, Jennifer Peller, Joanne Goldman, Simon Kitto
2013· review· en· Medical Teacher· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
327
citations

How this was built: Screen · Findings · About