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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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Frontiers in Pediatrics
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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.

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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.

545 results · 1 filter active ·
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20132025
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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.
545 works in the cohort · of 4,299,418page 4 of 11

Labels cover 3 of 545 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 545 of 545 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Choosing Wisely in pediatric healthcare: A narrative review
Sandra Trapani, Alessandra Montemaggi, Giuseppe Indolfi
2023· review· en· Frontiers in Pediatrics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
18
citations
afffundunlabeled
Trajectory of hearing loss in children with unilateral hearing loss
Elizabeth M. Fitzpatrick, Flora Nassrallah, Isabelle Gaboury, JoAnne Whittingham, Bénédicte Vos, Doug Coyle +3 more
2023· article· en· Frontiers in Pediatrics· Neuroscience
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
afffundunlabeled
Reducing Brain Injury of Preterm Infants in the Delivery Room
Francesca Viaroli, Po‐Yin Cheung, Megan O’Reilly, Graeme R. Polglase, Gerhard Pichler, Georg M. Schmölzer
2018· review· en· Frontiers in Pediatrics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
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How this was built: Screen · Findings · About