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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
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.

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 1 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
Gallbladder cancer: epidemiology and outcome
Eldon A. Shaffer, Rajveer Hundal
2014· review· en· Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrityconsensus · research_integrity
1,063
citations
afffundno abstractunlabeled
Mutational landscape of intrahepatic cholangiocarcinoma
Shan–Shan Zou, Jiarui Li, Huabang Zhou, Christian Frech, Xiaolan Jiang, Jeffrey Chu +10 more
2014· article· it· Nature Communications· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
459
citations
affunlabeled
cHCC‐CCA
Elizabeth M. Brunt, Shinichi Aishima, Pierre‐Alain Clavien, Kathryn J. Fowler, Zachary Goodman, Gregory J. Gores +28 more
2018· article· sk· Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
331
citations
affunlabeled
Gallbladder Cancer in the 21st Century
Rani Kanthan, Jenna‐Lynn Senger, Shahid Ahmed, Selliah Kanthan
2015· review· en· Journal of Oncology· Medicine
distilled prediction:candidate · noneconsensus · none
300
citations
affno abstractunlabeled
Cholangiocarcinoma — novel biological insights and therapeutic strategies
Sumera I. Ilyas, Silvia Affò, Lipika Goyal, Ángela Lamarca, Gonzalo Sapisochín, Ju Dong Yang +1 more
2023· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
199
citations
affunlabeled
MRI of cholangiocarcinoma
Kartik Jhaveri, Hooman Hosseini‐Nik
2014· review· en· Journal of Magnetic Resonance Imaging· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
119
citations

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