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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 7 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.

affaboutunlabeled
Reimagining the Self at Late-Career Transitions
Betty Onyura, John Bohnen, Don Wasylenki, Anna Jarvis, Barney Giblon, Robert Hyland +2 more
2015· article· en· Academic Medicine· Social Sciences
distilled prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Self and Peer Assessment in Tutorials
Harold Reiter, Kevin W. Eva, Rose Hatala, Geoffrey R. Norman
2002· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
61
citations
fundno affunlabeled
Evaluating Academic Scientists Collaborating in Team-Based Research
Madhu Mazumdar, Shari Messinger, Dianne M. Finkelstein, Judith D. Goldberg, Christopher J. Lindsell, Sally C. Morton +3 more
2015· article· en· Academic Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+research_integrityconsensus · metaresearch
58
citations
affunlabeled
Cause and Effect
Kulamakan Kulasegaram, Julian Manzone, Cheryl Ku, Aimee L. Skye, Veronica Wadey, Nicole N. Woods
2015· article· en· Academic Medicine· Medicine
distilled prediction:candidate · metaresearchconsensus · none
57
citations
affaboutunlabeled
Choosing Wisely Canada
Marisa Leon-Carlyle, Raman Srivastava, Wendy Levinson
2015· letter· en· Academic Medicine· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
56
citations
affaboutunlabeled
Understanding the Needs of Department Chairs in Academic Medicine
Susan Lieff, Jeannine Girard-Pearlman Banack, Lindsay Baker, Maria Athina Martimianakis, Sarita Verma, Catharine Whiteside +1 more
2013· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
52
citations

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