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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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Empathy and 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.

affaffiliation
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venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,896 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.
1,896 works in the cohort · of 4,299,418page 28 of 38

Labels cover 5 of 1,896 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 1,896 of 1,896 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 affunlabeled
The sound of your name
Sharon McCutcheon
2021· article· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
A Daughter's Duty
Larry Lawhorne, Gregg VandeKieft, Leonard M. Fleck
2005· article· en· The Journal of the American Board of Family Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Holding myself together
Lana Lovo
2023· article· en· Canadian Family Physician· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
“Poetry will help you be human”
Barbara Sibbald
2018· article· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
The student physician’s palette
Barbara Sibbald
2015· article· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Letter to the Editor
Mathieu Marty, Bénédicte Gendron, Jean‐Noël Vergnes
2018· letter· en· Nursing Education Perspectives· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Health warning to a young clinician
Rebecca Quinn
2023· article· en· British Journal of General Practice· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Hearing the patient’s voice
Robert Pasquini
2020· article· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueno abstractunlabeled
Understanding patients is essential
Nitasha Puri
2025· letter· en· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Artist’s Statement
Joyce C. Zhang
2015· article· en· Academic Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Overview of postmodernism
Erwin B. Montgomery
2025· book-chapter· en· Elsevier eBooks· Medicine
machine prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
Sick of myself
2024· article· Figshare· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Everyone’s Problem
2011· article· en· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
La curiosité comme outil en supervision médicale
Daniel James Ince-Cushman, Marion Dove, Catherine Jarvis, Dorothy Opatowski
2022· article· fr· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Artist’s Statement
L. E. Milligan
2015· article· en· Academic Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Academic Memories
Otha Linton
2010· article· en· Academic Radiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Smile Gap
Catherine Carstairs
2022· book· en· McGill-Queen's University Press eBooks· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
At Home or Nowhere
Aritha van Herk
2017· book-chapter· en· transcript Verlag eBooks· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Jaundice: a Reflection Through Poetry
Melissa Tigert
2022· article· en· Journal of Cancer Education· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Fostering empathy in neurology training
Lara Cooke
2006· article· en· Nature Clinical Practice Neurology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
HP Heroes: Arielle Berger MD
Bert Govig
2021· article· en· Canadian Journal of General Internal Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Commentary on “Panacea”
Kacper Niburski
2022· letter· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Commentary on “Word Tattoos”
John H. Gillespie
2019· article· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Commentary
Allan Peterkin
2010· article· en· Academic Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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