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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 7 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.

affunlabeled
Curriculum structure: principles and strategy
R. G. Oliver, H. Kersten, Heli Vinkka‐Puhakka, G. Alpasan, David Bearn, E. Delap +15 more
2008· article· en· European Journal Of Dental Education· Medicine
machine prediction:candidate · noneconsensus · none
98
citations
affunlabeled
Scoping reviews in medical education: A scoping review
Lauren A. Maggio, Kelsey L. Larsen, Aliki Thomas, Joseph A. Costello, Anthony R. Artino
2020· review· en· Medical Education· Medicine
machine prediction:candidate · metaresearchconsensus · none
98
citations
affvenueunlabeled
Responsibility and confidence
Grace Frankel, Zubin Austin
2013· article· en· Canadian Pharmacists Journal / Revue des Pharmaciens du Canada· Medicine
machine prediction:candidate · noneconsensus · none
92
citations
affunlabeled
The ABCs of pedagogy for clinical teachers
Peter J. McLeod, Yvonne Steinert, Tim Meagher, Audrey McLeod
2003· article· en· Medical Education· Medicine
machine prediction:candidate · noneconsensus · none
91
citations
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How this was built: Screen · Findings · About