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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
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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.

937 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.
937 works in the cohort · of 4,299,418page 5 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.

afffundaboutunlabeled
ELEMENT TRIAL: study protocol for a randomized controlled trial on endoscopic ultrasound-guided biliary drainage of first intent with a lumen-apposing metal stent vs. endoscopic retrograde cholangio-pancreatography in the management of malignant distal biliary obstruction
Yen‐I Chen, Kashi Callichurn, Avijit Chatterjee, Étienne Désilets, Donnellan Fergal, Nauzer Forbes +21 more
2019· article· en· Trials· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affunlabeled
What should be known prior to performing EUS?
ChristophF Dietrich, Paolo Giorgio Arcidiacono, Barbara Braden, S. Burmeister, Silvia Carrara, Milena Di Leo +27 more
2019· review· en· Endoscopic Ultrasound· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
21
citations
affno abstractunlabeled
Stenting in Malignant Biliary Obstruction
Majid A. Almadi, Jeffrey Barkun, Alan Barkun
2015· review· en· Gastrointestinal Endoscopy Clinics of North America· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
20
citations
affunlabeled
Duodenal Diverticulitis: To Operate or Not To Operate?
Jaafar Sahned, Suysen Hung Fong, Dereen Mohammed Saeed, Subhasis Misra, In Soon Park
2019· article· en· Cureus· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
19
citations
affvenueaboutunlabeled
Are Patients Informed When They Consent to ERCP?
Sinéad O’Sullivan, Craig A. Crippen, Terry Ponich
2002· article· en· Canadian Journal of Gastroenterology· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
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