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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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Internal and Emergency Medicine
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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.

130 results · 1 filter active ·
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20062025
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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.
130 works in the cohort · of 4,299,418page 2 of 3

Labels cover 1 of 130 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 130 of 130 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Guidelines helping clinicians make the GRADE
Zubair Bayat, Eddy Lang
2014· article· en· Internal and Emergency Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
affno abstractunlabeled
SEPSIGN: early identification of sepsis signs in emergency department
Thomas Lafon, Marie-Angélique Cazalis, Kimberly W. Hart, Cassandra Hennessy, Karim Tazarourte, Wesley H. Self +15 more
2024· article· en· Internal and Emergency Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Brugada syndrome unmasked by ischemia needs full risk evaluation
Byron H. Gottschalk, Daniel D. Anselm, Adrián Baranchuk
2014· letter· en· Internal and Emergency Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
5
citations
affno abstractunlabeled
Severe dysphagia rapidly reverted after iron supplementation
M. Di Stefano, Elisabetta Pagani, Irene Benedetti, Gino Roberto Corazza
2017· article· en· Internal and Emergency Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Burnout and resilience in emergency medicine health professionals
Graziano Uccheddu, Rodrick Lim, Si-Cheng Dai, Valerie Romann, Silvia Bosio, Eric Heymann +1 more
2025· review· en· Internal and Emergency Medicine· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Why we all need Choosing Wisely?
Eddy Lang, Jakub Nożewski
2023· article· en· Internal and Emergency Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
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