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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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Journal of Thoracic and Cardiovascular Surgery
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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.

1,898 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.
1,898 works in the cohort · of 4,299,418page 35 of 38

Labels cover 2 of 1,898 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 1,898 of 1,898 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
Energized lung resections
Moïshe Liberman
2018· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The answer to the great question
Thin Xuan Vo, Fraser D. Rubens
2018· editorial· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hacked by the Russians or fake news
André Lamy
2019· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Commentary: The ethics of donor allocation
Vivek Rao
2020· article· en· Journal of Thoracic and Cardiovascular Surgery· Engineering
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Is native tissue always better?
Osami Honjo
2016· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Providing high-value care at the right price
Derrick Y. Tam, Harindra C. Wijeysundera, Stephen E. Fremes
2018· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Chinese commentaries
Richard D. Weisel
2015· article· en· Journal of Thoracic and Cardiovascular Surgery· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
More than one way to wire a chest
Derrick Y. Tam, Stephen E. Fremes
2018· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A leap of faith from association to causation
Fraser D. Rubens
2016· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Eight and counting
Waël C. Hanna
2017· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
O Canada—Keep our specialty glorious and free
Brendon M. Stiles
2016· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Commentary: Gift of life in the time of COVID-19
Michael Hsin, Marcelo Cypel
2020· letter· en· Journal of Thoracic and Cardiovascular Surgery· Psychology
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Computers can compute better than humans
Waël C. Hanna
2018· letter· en· Journal of Thoracic and Cardiovascular Surgery· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About