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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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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 5 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.

affaboutunlabeled
The Art of Nursing: Communication and Self-Expression
Sheri Price, Elsa Arbuthnot, Rosalind Benoit, David Landry, Marilyn Landry, Lorna Butler
2007· article· en· Nursing Science Quarterly· Medicine
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Narrative Means to Humanistic Ends
Daryl Pullman, Cheri Bethune, Pauline Duke
2005· review· en· Teaching and Learning in Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
24
citations
affunlabeled
When Health Is an Attitudinal Matter
Sabrina Cipolletta, F. Consolaro, Péter Horváth
2013· article· en· Journal of Humanistic Psychology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
24
citations
afffundunlabeled
Evaluation of a Social Pediatrics Elective
Meta van den Heuvel, Hosanna Au, Leo Levin, Stacey Bernstein, Elizabeth Ford-Jones, Maria Athina Martimianakis
2014· article· en· Clinical Pediatrics· Medicine
distilled prediction:candidate · metaresearchconsensus · none
24
citations
affunlabeled
The Little Black Box: Contextualizing Empathy
Jennifer E. Stellar, Fred Duong
2023· article· en· Current Directions in Psychological Science· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affunlabeled
“It’s All in Your Head”
Phoebe Friesen, Émilie Dionne
2022· article· en· Science & Technology Studies· Medicine
distilled prediction:candidate · noneconsensus · none
21
citations
aboutno affunlabeled
Empathy Assessment Scale
Cem Malakçıoğlu
2022· article· en· Northern Clinics of Istanbul· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
aboutno affunlabeled
Preface
Lisa R. Dittrich
2003· article· en· Academic Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
21
citations
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