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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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The Annals of Thoracic 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.

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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.

1,488 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,488 works in the cohort · of 4,299,418page 24 of 30

Labels cover 4 of 1,488 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 1,488 of 1,488 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Heterotaxy: Elder Age, Improving Outcomes
Weidan Chen, Alvise Guariento, Xinxin Chen
2020· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Is It Time to Revisit Surgical Lung Biopsy in ARDS?
Emmanuel Charbonney, Brian Grondin-Beaudoin, Philippe Eggimann
2015· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Aortic Arch Replacement: How I Teach It
Amine Mazine, Nitish K. Dhingra, Michael Chu, Ismaı̈l El-Hamamsy, Mark D. Peterson
2021· editorial· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Chest wall and liver resection for chondrosarcoma
Nicolas Noiseux, Pasquale Ferraro, Stéphan Busque, Patrick G. Harris, André Duranceau
2002· article· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Invited Commentary
Jean G. Dumesnil, Philippe Pîbarot
2008· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Invited Commentary
Guy Fradet, Calvin Wan
2010· letter· en· The Annals of Thoracic Surgery· Engineering
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
Ismail Bouhout, Ismaı̈l El-Hamamsy
2019· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
Kandadai Rammohan, Eric L.R. Bédard
2011· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
A. Cheng, Terrence M. Yau
2008· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
Vincent Chan, Marc Ruel
2009· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited commentary
Michael A. Borger, Paul W.M. Fedak, Richard D. Weisel
2003· article· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
Igo B. Ribeiro, Marc Ruel
2018· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited Commentary
Saswata Deb, Stephen E. Fremes
2012· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Invited commentary
Glen Van Arsdell
2006· letter· en· The Annals of Thoracic Surgery· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
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