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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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Aesthetic Surgery Journal
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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.

248 results · 1 filter active ·
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20052025
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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.
248 works in the cohort · of 4,299,418page 5 of 5

Labels cover 2 of 248 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 248 of 248 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Pros and Cons of the PROs
Achilleas Thoma, Felmont F. Eaves
2018· article· en· Aesthetic Surgery Journal· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affunlabeled
Unit of Analysis Guide, Part 1: More Than a Sum of Parts
Isabella Churchill, Lucas Gallo, Xi Ming Zhu, Steven Hanna, Christopher J. Coroneos
2024· letter· en· Aesthetic Surgery Journal· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Commentary on: Aesthetic Nonexcisional Arm Contouring
Ahmad N. Saad, Teresa Núñez-Villaveirán, Ana Torres-Maczassek
2022· letter· en· Aesthetic Surgery Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Authors’ Response
Mark L. Jewell, Ernesto Gadsden
2011· article· en· Aesthetic Surgery Journal· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Unit of Analysis Guide, Part 2: Not Everything That Can Be Counted Counts
Isabella Churchill, Lucas Gallo, Xi Ming Zhu, Steven Hanna, Christopher J. Coroneos
2024· editorial· en· Aesthetic Surgery Journal· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · metaresearch
0
citations
fundno affunlabeled
Expanding Treatment Options for Neuromodulators
Foad Nahai, Zbigniew Lorenc, Jeffrey M. Kenkel, Steven Fagien, Haideh Hirmand, Mark S. Nestor +3 more
2013· article· en· Aesthetic Surgery Journal· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About