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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
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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 1 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.

affno abstractunlabeled
Epidemiology of gallbladder stone disease
Eldon A. Shaffer
2006· review· en· Best Practice & Research Clinical Gastroenterology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrityconsensus · none
788
citations
affno abstractunlabeled
Epidemiology of Gallstones
Laura M. Stinton, Robert P. Myers, Eldon A. Shaffer
2010· review· en· Gastroenterology Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
374
citations
affunlabeled
ERCP-Related Perforations: Risk Factors and Management
Robert Enns, M Eloubeidi, Klaus Mergener, P.S. Jowell, M. Stanley Branch, Theodore N. Pappas +1 more
2002· article· en· Endoscopy· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
311
citations
affunlabeled
From the RSNA Refresher Courses
Anthony Hanbidge, Philip M. Buckler, Martin O’Malley, Stephanie R. Wilson
2004· review· en· Radiographics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
241
citations
afffundaboutunlabeled
Endoscopic Ultrasound-Guided Biliary Drainage of First Intent With a Lumen-Apposing Metal Stent vs Endoscopic Retrograde Cholangiopancreatography in Malignant Distal Biliary Obstruction: A Multicenter Randomized Controlled Study (ELEMENT Trial)
Yen‐I Chen, Anand V. Sahai, Gianfranco Donatelli, Eric W.‐F. Lam, Nauzer Forbes, Jeffrey D. Mosko +34 more
2023· article· en· Gastroenterology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
122
citations
affno abstractunlabeled
Endoscopic or Percutaneous Biliary Drainage for Klatskin Tumors?
Thomas Walter, Chia Sing Ho, Anne M. Horgan, Andrew Warkentin, Steve Gallinger, Paul D. Greig +2 more
2012· article· en· Journal of Vascular and Interventional Radiology· Medicine
distilled prediction:candidate · noneconsensus · none
82
citations
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