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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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Categories
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 2 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
Redesigning the Preoperative Clinic
Franco Carli, Gabriele Baldini, Liane S. Feldman
2020· article· en· JAMA Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Safety and Efficacy of Tranexamic Acid in General Surgery
Lily Park, Maura Marcucci, Sandra Ofori, Flávia K. Borges, Rahima Nenshi, Charlotte Tiffanie Bendtz Kanstrup +17 more
2025· letter· en· JAMA Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
24
citations
affaboutunlabeled
Validation of Quality Indicators Targeting Low-Value Trauma Care
Lynne Moore, Mélanie Berube, Pier‐Alexandre Tardif, François Lauzier, Alexis F. Turgeon, Peter Cameron +16 more
2022· article· en· JAMA Surgery· Health Professions
distilled prediction:candidate · metaresearch+sts+insufficient_payloadconsensus · none
17
citations
affaboutunlabeled
Residual Risk of Breast Cancer After Bariatric Surgery
Aristithes G. Doumouras, Olivia Lovrics, J. Michael Paterson, Rinku Sutradhar, Lawrence Paszat, Branavan Sivapathasundaram +2 more
2023· article· en· JAMA Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affaboutunlabeled
Breast Tumor-Bed Biopsy for Pathological Complete Response Prediction
Mark Basik, Reena S. Cecchini, Jennifer De Los Santos, Heidi Umphrey, Thomas B. Julian, Eleftherios P. Mamounas +16 more
2025· letter· en· JAMA Surgery· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
14
citations
affunlabeled
Tranexamic Acid During Radical Cystectomy
Rodney H. Breau, Luke T. Lavallée, Ilias Cagiannos, Franco Momoli, Gregory L. Bryson, Salmaan Kanji +17 more
2024· letter· en· JAMA Surgery· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations

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