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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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Surgical Endoscopy
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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.

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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.

811 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.
811 works in the cohort · of 4,299,418page 11 of 17

Labels cover 3 of 811 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 811 of 811 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Unexpected histopathological findings after sleeve gastrectomy
Adam Di Palma, Sultan Alhabdan, Azusa Maeda, Fabrizio Mattu, Runjan Chetty, Stefano Serra +3 more
2019· article· en· Surgical Endoscopy· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Is there a gender bias in the advancement to SAGES leadership?
Teodora Dumitra, Roshni Alam, Julio F. Fiore, Juan Mata, Gerald M. Fried, Melina C. Vassiliou +3 more
2019· article· en· Surgical Endoscopy· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12
citations
affno abstractunlabeled
Stray energy transfer during endoscopy
Edward L. Jones, Amin Madani, Douglas M. Overbey, Asimina Kiourti, Satheesh Bojja Venkatakrishnan, Dean J. Mikami +3 more
2017· article· en· Surgical Endoscopy· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Needlescopic fundoplication
David Pace, Patrick M. Chiasson, Christopher M. Schlachta, Éric Poulin, Y. Boutros, J. Mamazza
2002· article· en· Surgical Endoscopy· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
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How this was built: Screen · Findings · About