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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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Medical Science Educator
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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.

127 results · 1 filter active ·
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20122025
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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.
127 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 127 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 127 of 127 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
YouTube as an Educational Resource in Medical Education: a Scoping Review
Vernon Curran, Karla Simmons, Lauren Matthews, Lisa Fleet, Diana L. Gustafson, Nicholas A. Fairbridge +1 more
2020· review· en· Medical Science Educator· Social Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
124
citations
affno abstractunlabeled
Scoping Review: Research Training During Medical School
Heather Murray, Jennifer Payandeh, Melanie Walker
2022· article· en· Medical Science Educator· Medicine
distilled prediction:candidate · metaresearch+sts+research_integrity+insufficient_payloadconsensus · metaresearch
29
citations
affno abstractunlabeled
Wikipedia in Health Professional Schools: from an Opponent to an Ally
Thiago Bosco Mendes, Jennifer Dawson, Shani Evenstein Sigalov, Nancy Kleiman, Kathryn Hird, Olle Terenius +3 more
2021· article· en· Medical Science Educator· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
OSCE Standard Setting: Three Borderline Group Methods
Sydney Smee, Karen Coetzee, Ilona Bartman, Marguerite Roy, Sandra Monteiro
2022· article· en· Medical Science Educator· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Three Weeks of Team-Based Leaning Do Not Overload Undergraduate Students
Alexandre Lafleur, Mathieu Rousseau‐Gagnon, Marianne Côté-Maheux, Dave Tremblay-Laroche, Paul René de Cotret, Yves Caumartin
2021· article· en· Medical Science Educator· Social Sciences
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
7
citations
affno abstractunlabeled
The Use of Teledermatology in Medical Education
Megan Lam, Philip Doiron
2021· editorial· en· Medical Science Educator· Medicine
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
6
citations
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