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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 16 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.

affvenueunlabeled
On unproductive joy
Elizabeth Niedra
2021· article· en· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
afffundno abstractunlabeled
Psychology of envy towards medical colleagues
Donald A. Redelmeier, Edward Etchells, Umberin Najeeb
2023· article· en· Journal of the Royal Society of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affaboutunlabeled
Doctor, There′s a Tadpole in my Feces!
Rosemary Drisdelle, Kevin R. Forward
2006· article· en· Canadian Journal of Infectious Diseases and Medical Microbiology· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affno abstractunlabeled
Empathic Art: Goya and Dr. Arrieta
Helle Mathiasen
2008· article· en· The American Journal of Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Death and dignity through fresh eyes
Matthew Phillips, Ruth Pilkington, Aileen Patterson, Martina Hennessy
2011· article· en· The Clinical Teacher· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
afffundno abstractunlabeled
To Make a Self
Briseida Mema, Andrew Helmers, Catherine Proulx, Laura Emdal Navne
2025· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affvenueunlabeled
Case summaries: another method
Gordon Fox
2005· letter· en· Canadian Medical Association Journal· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Managing Apathy
Angelo Wijeyesinghe, Robert I Madan
2011· article· en· Journal of the American Medical Directors Association· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Commentary on <i>Chemotherapy</i>
P Ravi Shankar
2016· letter· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Der zufriedene Patient in der ästhetischen Dermatologie
O.P. Kreyden, Berthold Rzany, P. Becker‐Wegerich, C. Boudny-Frey, P. Carrozza-Merlani, M. Hess-Schmid +1 more
2015· article· de· Der Hautarzt· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Beyond Empathy: Teaching Alterity
Paul Burcher
2019· article· en· Canadian Journal of Bioethics· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
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How this was built: Screen · Findings · About