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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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BMJ Leader
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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.

66 results · 1 filter active ·
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20182025
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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.
66 works in the cohort · of 4,299,418page 1 of 2

Labels cover 1 of 66 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 66 of 66 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Power and physician leadership
Anurag Saxena, Diane de Camps Meschino, Lara Hazelton, Ming‐Ka Chan, David Benrimoh, Anne Matlow +2 more
2019· article· en· BMJ Leader· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
affno abstractunlabeled
Looking back, leading forward:<i>BMJ Leader</i>5 years on
Jan C. Frich, Dominique Allwood, Jamiu O. Busari, Ming‐Ka Chan, Amelia Compagni, Rachel Gemine +14 more
2023· editorial· en· BMJ Leader· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
7
citations
affunlabeled
Transforming safety culture in neonatal intensive care teams
Zheng Hu, Gerhard Fusch, Enas El Gouhary, Jennifer Twiss, Amneet Sidhu, Elias Chappell +6 more
2024· article· en· BMJ Leader· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Institutional approach to anti-racism in health and healthcare
Clara Lapiner, Narre Heon, Anil K. Rustgi, Katrina Armstrong, Rafael Lantigua, Olajide Williams +1 more
2023· article· en· BMJ Leader· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About