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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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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.

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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 14 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. 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.

aboutno affunlabeled
Supervisor Continuity or Co-Location
Susan Wearne, Tim Dornan, Pim W. Teunissen, Timothy Skinner
2014· article· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
24
citations
affaboutunlabeled
Career Satisfaction Among General Surgeons in Canada
Najma Ahmed, Lesley Gotlib Conn, Mary Chiu, Bochra Korabi, Adnan I. Qureshi, Avery B. Nathens +1 more
2012· article· en· Academic Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
23
citations
aboutno affunlabeled
Cultural Competence Springs up in the Desert
Maha Elnashar, Huda Abdelrahim, Michael D. Fetters
2012· article· en· Academic Medicine· Health Professions
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
An Online Discussion for Medical Faculty
Yvonne Steinert, Peter J. McLeod, Larry Conochie, Louise Nasmith
2002· review· en· Academic Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
22
citations
aboutno affunlabeled
Preface
Lisa R. Dittrich
2003· article· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Using Focus Groups to Design a Valid Questionnaire
Peter J. McLeod, Tim Meagher, Yvonne Steinert, Don Boudreau
2000· article· en· Academic Medicine· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
21
citations
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How this was built: Screen · Findings · About