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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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Cholangiocarcinoma and Gallbladder Cancer Studies
Retraction
Abstract
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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.

749 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
749 works in the cohort · of 4,299,418page 3 of 15

Labels cover 0 of 749 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 749 of 749 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Nanoliposomal irinotecan and fluorouracil plus leucovorin versus fluorouracil plus leucovorin in patients with cholangiocarcinoma and gallbladder carcinoma previously treated with gemcitabine-based therapies (AIO NALIRICC): a multicentre, open-label, randomised, phase 2 trial
Arndt Vogel, Anna Saborowski, Patrick Wenzel, Henning Wege, Gunnar Folprecht, Albrecht Kretzschmar +14 more
2024· article· en· ˜The œLancet. Gastroenterology & hepatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
48
citations
affunlabeled
Outcome of Adjuvant Therapy in Biliary Tract Cancers
Mairéad G. McNamara, Thomas Walter, Anne M. Horgan, Eitan Amir, Sean P. Cleary, Elizabeth McKeever +10 more
2013· article· en· American Journal of Clinical Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
42
citations
affvenueunlabeled
Cholangiocarcinoma: Has There been Any Progress?
Judith Meza–Junco, Aldo J. Montaño‐Loza, Mang Ma, Winnie Wong, Michael B. Sawyer, Vincent G. Bain
2010· review· en· Canadian Journal of Gastroenterology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
42
citations
affunlabeled
Biliary Adenofibroma of Liver
Thomas Arnason, Darrell R. Borger, Christopher L. Corless, Catherine E. Hagen, A. John Iafrate, Hala R. Makhlouf +6 more
2017· article· en· The American Journal of Surgical Pathology· Medicine
distilled prediction:candidate · noneconsensus · none
41
citations
venueno affunlabeled
Pathology of Cholangiocarcinomas
Nathalie Guedj
2022· review· en· Current Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
37
citations
affno abstractunlabeled
Cholangiocarcinoma 2026: status quo, unmet needs and priorities
Jesús M. Bañales, Pedro M. Rodrigues, Silvia Affò, Jesper B. Andersen, Patricia Aspichueta, Luke Boulter +135 more
2025· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
35
citations
affno abstractunlabeled
Cancer of the Gallbladder and Extrahepatic Bile Ducts
Sean P. Cleary, Laura A. Dawson, Jennifer J. Knox, Steven Gallinger
2007· review· en· Current Problems in Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
34
citations

How this was built: Screen · Findings · About