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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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Academic Medicine
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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.

1,475 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.
1,475 works in the cohort · of 4,299,418page 1 of 30

Labels cover 9 of 1,475 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 1,475 of 1,475 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
aboutno affgemma · metaresearchgpt · metaresearchmodels agree
Appraising the Quality of Medical Education Research Methods
David A. Cook, Darcy A. Reed
2015· article· en· Academic Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
789
citations
afffundaboutunlabeled
Harassment and Discrimination in Medical Training
Naif Fnais, Charlene Soobiah, Maggie Hong Chen, Erin Lillie, Laure Perrier, Mariam Tashkhandi +4 more
2014· review· en· Academic Medicine· Social Sciences
distilled prediction:candidate · noneconsensus · none
665
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
Scripts and Medical Diagnostic Knowledge
Bernard Charlin, Jacques Tardif, Henny P. A. Boshuizen
2000· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
446
citations
affunlabeled
Team Communications in the Operating Room
Lorelei Lingard, Richard K. Reznick, Sherry Espin, Glenn Regehr, Isabella Devito
2002· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
434
citations
affaboutunlabeled
The Patient-as-Partner Approach in Health Care
Philippe Karazivan, Vincent Dumez, Luigi Flora, Marie‐Pascale Pomey, Claudio Del Grande, Djahanchah Philip Ghadiri +4 more
2015· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
385
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
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
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
Facilitated Reflective Performance Feedback
Joan Sargeant, Jocelyn Lockyer, Karen Mann, Eric S. Holmboe, Ivan Silver, Heather Armson +5 more
2015· article· en· Academic Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
302
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

How this was built: Screen · Findings · About