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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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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
fundfunder
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
Evidence
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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 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The problem with solutions
Rola Ajjawi, Kevin W. Eva
2020· editorial· en· Medical Education· Medicine
distilled prediction:candidate · metaresearchconsensus · none
16
citations
affaboutunlabeled
Caring for the healthcare professional
Keith Adamson, Nancy Searl, Sonia Sengsavang, John K. Yardley, Mark K. George, Peter Rumney +2 more
2018· article· en· Journal of Health Organization and Management· Medicine
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Unfitting Stories
2007· book· en· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
venueno affunlabeled
The illness experience
M Langer
2013· article· en· Canadian Medical Association Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Patients Are Our Teachers
Robert E. Becker, Mary V. Seeman
2018· article· en· Journal of patient-centered research and reviews· Medicine
distilled prediction:candidate · noneconsensus · none
14
citations
affno abstractunlabeled
Narrative Medicine
Laurence J. Kirmayer, Ana Gómez-Carrillo, Ekaterina V. Sukhanova, Eduardo García Garrido
2023· book-chapter· en· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
aboutno affunlabeled
Empathy Levels in Medical Students: A Single Center Study
Khalid Saifullah Baig, Muhammad Hayat, Mohammad Ahmed Khan, Umer Humayun, Zunnoor Ahmad, Muhammad Afaq Khan
2023· article· en· Cureus· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
affno abstractunlabeled
Three visions of doctoring: a Gadamerian dialogue
Benjamin Chin‐Yee, Atara Messinger, L. Trevor Young
2018· article· en· Advances in Health Sciences Education· Medicine
distilled prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
Mapping a surgeon's becoming with Deleuze
Sayra Cristancho, Tara Fenwick
2015· article· en· Medical Humanities· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations

How this was built: Screen · Findings · About