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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.

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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JAMA Surgery
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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.

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.

159 results · 1 filter active ·
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20122025
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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.
159 works in the cohort · of 4,299,418page 3 of 4

Labels cover 1 of 159 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 159 of 159 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Revisions of Gastric Bypass—A Moral Obligation
Michel Gagner
2019· letter· de· JAMA Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
4
citations
affno abstractunlabeled
Image of the Month—Quiz Case
Antonio D. Lassaletta, Frankie B. Fike, Ketan Sheth
2013· article· en· JAMA Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
3
citations
affunlabeled
New Technology and Bile Duct Injuries
Liane S. Feldman, L. Michael Brunt
2023· letter· en· JAMA Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2
citations
affunlabeled
Image of the Month—Quiz Case
Éric Marcotte, Cheguevara Afaneh, Alfons Pomp, Daniel Cherqui
2013· article· en· JAMA Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Gender Disparities in Medical Industry Payments
Aisling A. Clancy, F. Daniel Ramirez
2023· letter· en· JAMA Surgery· Social Sciences
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
affaboutunlabeled
Errors in Author Names and Affiliation
François Martin Carrier, Alexis F. Turgeon
2023· erratum· en· JAMA Surgery· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Persistent Opioid Use After Major Surgery—Reply
Neilesh Soneji, Hance Clarke, Duminda N. Wijeysundera
2017· letter· en· JAMA Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A Surgeon’s Simplified Guide to US Patents
Ammar Saed Aldien, Hassan ElHawary, Shafic Abdulkarim, Jeffrey E. Janis
2025· article· en· JAMA Surgery· Medicine
distilled prediction:candidate · metaresearchconsensus · none
0
citations

How this was built: Screen · Findings · About