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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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Journal of Graduate Medical Education
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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
venuejournal
aboutaboutness

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

232 results · 1 filter active ·
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20092025
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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.
232 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Steps for Conducting a Scoping Review
Susanne Mak, Aliki Thomas
2022· review· en· Journal of Graduate Medical Education· Health Professions
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
587
citations
affunlabeled
An Introduction to Scoping Reviews
Susanne Mak, Aliki Thomas
2022· article· en· Journal of Graduate Medical Education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
144
citations
aboutno affunlabeled
Competency-Based Education: Milestones or Millstones1?
Geoff Norman, John J. Norcini, Georges Bordage
2014· article· en· Journal of Graduate Medical Education· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
122
citations
aboutno affunlabeled
Deconstructing Quality in Education Research
Gail M. Sullivan
2011· article· en· Journal of Graduate Medical Education· Medicine
distilled prediction:candidate · metaresearchconsensus · none
60
citations
affaboutunlabeled
Mentorship Programs in Residency: A Scoping Review
Moss Bruton Joe, Anthony Cusano, Jamie Leckie, Natalie Czuczman, Kyle Exner, Shannon M. Ruzycki +1 more
2023· review· en· Journal of Graduate Medical Education· Psychology
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Residency Interviews in the 21st Century
Eduardo Hariton, Pietro Bortoletto, Nworah Ayogu
2016· article· en· Journal of Graduate Medical Education· Medicine
distilled prediction:candidate · noneconsensus · none
40
citations
aboutno affunlabeled
Leading Educationally Effective Family-Centered Bedside Rounds
Amonpreet Sandhu, Harish Amin, Kevin McLaughlin, Jocelyn Lockyer
2013· article· en· Journal of Graduate Medical Education· Health Professions
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
24
citations

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