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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.

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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.

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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 68 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Psychiatric education in North America
Oyedeji Ayonrinde, Shadé Miller, Shiva K. Shivakumar
2019· review· en· International Review of Psychiatry· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Physicians at the executive table
Chris Eagle
2015· review· en· Healthcare Management Forum· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Learning strategies among adult CHD fellows
Jouke P. Bokma, Joshua Daily, Adrienne H. Kovacs, Erwin Oechslin, Helmut Baumgartner, Paul Khairy +2 more
2019· article· en· Cardiology in the Young· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
Bridging the Leadership Development Gap
Amol A. Verma, Jordan D. Bohnen
2012· letter· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
The promotion dilemma for clinician teachers
Rick Penciner
2018· review· en· Canadian Journal of Emergency Medicine· Medicine
machine prediction:candidate · metaresearchconsensus · none
4
citations
aboutno affunlabeled
Foreword: Snapshot 2020
Laura Weiss Roberts
2020· article· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
The 2020 JCEHP Award for Excellence in Research
Simon Kitto, Walter Tavares, Elizabeth Franklin, David R. Pieper
2021· editorial· en· Journal of Continuing Education in the Health Professions· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
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