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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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Healthcare professionals’ stress and burnout
Retraction
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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.

1,945 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.
1,945 works in the cohort · of 4,299,418page 38 of 39

Labels cover 8 of 1,945 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 1,945 of 1,945 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.

venueno affno abstractunlabeled
10.1016/s0084-3970(09)79043-7
2000· article· en· Time to knit· Health Professions
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Leadership, Health, and Wellness in OT Practice
Laura A. Dwyer, Claire Houghton
2011· article· en· TSpace (University of Toronto)· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Do as I say, not as I do
Douglas Klein, Carmen Guenther, Shelley Ross
2016· article· en· Canadian Family Physician· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Emotional Self-Confidence of Medical Students in Bulgaria
Boyana Vasileva, Georgi Gaidarov, Lili Goguleva, Desislava Videva, Kristiyana Kolewa
2017· article· en· Scripta Scientifica Vox Studentium· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Suicide in Doctors
Tiago Castro e Couto, Sarah Cristina Zanghellini Rückl, Dante Duarte, Humberto Corrêa
2022· book-chapter· en· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Mental Health Disabilities and Well-Being in Graduate Education
Nicole Gibson, Shelley Bakst Clayton, Mervyn Horgan, Emily Duffett, Ainsley R. Latour, Anuya Pai +2 more
2015· article· en· Canadian Society for the Study of Higher Education· Health Professions
machine prediction:candidate · noneconsensus · none
0
citations
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