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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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Annals of Cardiothoracic Surgery
Topic
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.

85 results · 1 filter active ·
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20162025
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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.
85 works in the cohort · of 4,299,418page 2 of 2

Labels cover 0 of 85 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 85 of 85 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Heritable aortic root aneurysms
Maral Ouzounian, Scott A. LeMaire, Dianna M. Milewicz
2023· editorial· en· Annals of Cardiothoracic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affno abstractunlabeled
Sternotomy for lung transplantation: a description of technique
Antonio Coppolino, Gita N. Mody, Daniel Rinewalt, Emily Polhemus, Steve K. Singh, Hari R. Mallidi
2020· editorial· en· Annals of Cardiothoracic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Donor directed lobar lung transplantation
Daniel Rinewalt, Michael Wong, Sylvia M. Cruz, Francis Fynn‐Thompson, Steve K. Singh
2020· editorial· en· Annals of Cardiothoracic Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Robotic mitral valve surgery in Latin America
Paola Keese Montanhesi, Sergio Augusto Fudaba Curcio, Robinson Poffo
2022· editorial· en· Annals of Cardiothoracic Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broadconsensus · none
2
citations
affunlabeled
Preface
Joel Price, Duke E. Cameron
2016· article· en· Annals of Cardiothoracic Surgery
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
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How this was built: Screen · Findings · About