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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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BMC Medical Education
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Retraction
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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.

655 results · 1 filter active ·
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20012025
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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.
655 works in the cohort · of 4,299,418page 3 of 14

Labels cover 1 of 655 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 655 of 655 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Obesity education for front-line healthcare providers
Diana C. Sanchez‐Ramirez, Heather L. Long, Stephanie Mowat, Casey Hein
2018· article· en· BMC Medical Education· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · insufficient_payload
48
citations
affunlabeled
A scoping review of medical education research in family medicine
Fiona Webster, Paul Krueger, H. Robson MacDonald, Douglas Archibald, Deanna Telner, Jessica Bytautas +1 more
2015· review· en· BMC Medical Education· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
47
citations
fundno affunlabeled
Enhancing the African bioethics initiative
Temidayo O. Ogundiran
2004· article· en· BMC Medical Education· Medicine
distilled prediction:candidate · metaresearch+research_integrityconsensus · none
44
citations
affaboutunlabeled
Resident duty hours: past, present, and future
Kevin Imrie, Jason R. Frank, Christopher S. Parshuram
2014· article· en· BMC Medical Education· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations

How this was built: Screen · Findings · About