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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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Simulation-Based Education in Healthcare
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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.

2,300 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.
2,300 works in the cohort · of 4,299,418page 11 of 46

Labels cover 5 of 2,300 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 2,300 of 2,300 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Peripheral Venipuncture Education Strategies for Nursing Students
Valtuir Duarte de Souza-Junior, Isabel Amélia Costa Mendes, Leila Maria Marchi-Alves, Deirdre Jackman, Barbara Wilson-Keates, Simone de Godoy
2019· review· en· Journal of Infusion Nursing· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
venueno affunlabeled
A Critical Review of Mechanical Ventilation Virtual Simulators: Is It Time to Use Them?
Juliana Arcanjo Lino, Gabriela Carvalho Gomes, Nancy Delma Silva Vega Canjura Sousa, Andréa K. Carvalho, Marcelo Emanoel Bezerra Diniz, Antônio Brazil Viana Júnior +1 more
2016· review· en· JMIR Medical Education· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
24
citations
affunlabeled
Guiding, Intermediating, Facilitating, and Teaching (GIFT)
Amanda L. Roze des Ordons, Walter Eppich, Jocelyn Lockyer, Ryan D. Wilkie, Vincent Grant, Adam Cheng
2021· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affunlabeled
Building a Community of Practice for Researchers
Adam Cheng, Marc Auerbach, Aaron W. Calhoun, Ralph MacKinnon, Todd P. Chang, Vinay Nadkarni +4 more
2017· article· en· Simulation in Healthcare The Journal of the Society for Simulation in Healthcare· Medicine
distilled prediction:candidate · metaresearch+stsconsensus · none
23
citations

How this was built: Screen · Findings · About