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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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Cholangiocarcinoma and Gallbladder Cancer Studies
Retraction
Abstract
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Study design
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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.

749 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.
749 works in the cohort · of 4,299,418page 10 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
MR imaging
Kartik Jhaveri
2014· article· en· Cancer Imaging· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
ASO Visual Abstract: Association of Laparoscopic Surgery with Improved Perioperative and Survival Outcomes in Patients with Resectable Intrahepatic Cholangiocarcinoma: A Systematic Review and Metaanalysis from Propensity-Score Matched Studies
Daniel Aliseda, Gonzalo Sapisochín, Pablo Martí‐Cruchaga, Gabriel Zozaya, Nuria Blanco, Brian K. P. Goh +1 more
2023· review· en· Annals of Surgical Oncology· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Carcinoma of the Biliary Tract
Sean P. Cleary, Jennifer J. Knox, Laura A. Dawson
2010· book-chapter· en· Gastrointestinal Oncology· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affaboutunlabeled
Biliary tract cancer: A large institutional experience.
Mairéad G. McNamara, Anne M. Horgan, Thomas Walter, Elizabeth McKeever, Trisha Min, A. S. Riga +7 more
2012· article· en· Journal of Clinical Oncology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Gallbladder
Leslie H. Sobin, M.K. Gospodarowicz, Ch. Wittekind
2010· other· en· TNM Online· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Concordance analysis between tumor tissue HER2 status by immunohistochemistry (IHC) and in situ hybridization (ISH) and a translational analysis of plasma ctDNA in patients (pts) with biliary tract cancer (BTC): An exploratory analysis from the phase 2 HERIZON-BTC-01 trial.
James J. Harding, Jin Won Kim, Do‐Youn Oh, Heung-Moon Chang, Emerson Yu-sheng Chen, Dong Uk Kim +11 more
2025· article· en· Journal of Clinical Oncology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Gallbladder Cancer
Melanie E. Tsang, Natalie G. Coburn, Paul F. Ridgway
2016· book-chapter· en· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Biliary tract cancer: A large institutional experience.
Mairéad G. McNamara, Anne M. Horgan, Thomas Walter, Elizabeth McKeever, Trisha Min, David W. Hedley +5 more
2012· article· en· Journal of Clinical Oncology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
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