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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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Gallbladder and Bile Duct Disorders
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

937 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.
937 works in the cohort · of 4,299,418page 11 of 19

Labels cover 5 of 937 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 937 of 937 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

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
affno abstractunlabeled
341 THE MAJORITY OF PATIENTS REMAIN STENT-FREE 5 YEARS AFTER TEMPORARY INDWELL OF A SINGLE FULLY COVERED SELF-EXPANDING METAL STENT FOR TREATMENT OF BENIGN BILIARY STRICTURES SECONDARY TO CHRONIC PANCREATITIS - RESULTS OF A MULTI-CENTER STUDY
Jacques Devière, Nageshwar R. Duvvur, Andreas Püspök, Thierry Ponchon, Marco J. Bruno, Michael J. Bourke +10 more
2018· article· en· Gastrointestinal Endoscopy· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Difficult Laparoscopic Cholecystectomy
Mohammed Alabed Alhamid
2019· article· en· Global Journal of Health Science· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Sincalide-Stimulated Cholescintigraphy
Anil Vasireddi, Nghi Nguyen
2021· article· en· Clinical Nuclear Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
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How this was built: Screen · Findings · About