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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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Breast Implant and Reconstruction
Retraction
Abstract
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Label agreement
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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.

973 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.
973 works in the cohort · of 4,299,418page 3 of 20

Labels cover 2 of 973 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 973 of 973 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Vertical Breast Reduction
Elizabeth J. Hall‐Findlay
2004· article· en· Seminars in Plastic Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
57
citations
affunlabeled
Secondary Breast Augmentation
Mitchell H. Brown, Ron B. Somogyi, Shagun Aggarwal
2016· review· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations
affaboutunlabeled
Interpreting Clinical Differences in BREAST-Q Scores
Stefan Cano, Anne F. Klassen, Amie Scott, Amy K. Alderman, Andrea L. Pusic
2014· article· en· Plastic & Reconstructive Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
54
citations
affunlabeled
Breast Implants: Saline or Silicone?
Scott L. Spear, M. Renée Jespersen
2010· review· en· Aesthetic Surgery Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
52
citations
affno abstractunlabeled
Partial Mastectomy Reconstruction
Moustapha Hamdi, James Wolfli, Koenraad Van Landuyt
2007· review· en· Clinics in Plastic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
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How this was built: Screen · Findings · About