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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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Liver Diseases and Immunity
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
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,230 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.
1,230 works in the cohort · of 4,299,418page 3 of 25

Labels cover 3 of 1,230 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 1,230 of 1,230 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
New Treatment Paradigms in Primary Biliary Cholangitis
Cynthia Levy, Michael P. Manns, Gideon M. Hirschfield
2023· review· en· Clinical Gastroenterology and Hepatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
117
citations
affunlabeled
Epidemiology of autoimmune liver disease
JJ FELD, EJ Heathcote
2003· review· en· Journal of Gastroenterology and Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations
affunlabeled
Follow‐up of Children With Autoimmune Hepatitis Treated With Cyclosporine
Miriam Cuarterolo, Mirta Ciocca, Cristina Cañero Velasco, Margarita Ramonet, Teresita de Jesús Montero González, Susana López +2 more
2006· article· en· Journal of Pediatric Gastroenterology and Nutrition· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
fundno affno abstractgemma · no categorygpt · no categorymodels agree
Hepatocellular Carcinoma inAutoimmune Hepatitis
Saung Z. Park, David M. Nagorney, Albert J. Czaja
2000· article· en· Digestive Diseases and Sciences· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
94
citations
affno abstractunlabeled
The IBD and PSC Phenotypes of PSC-IBD
Amanda Ricciuto, Binita M. Kamath, Anne M. Griffiths
2018· review· en· Current Gastroenterology Reports· Medicine
distilled prediction:candidate · noneconsensus · none
93
citations
venueno affunlabeled
Primary sclerosing cholangitis
Marina G. Silveira, Keith D. Lindor
2008· review· en· Canadian Journal of Gastroenterology· Medicine
distilled prediction:candidate · noneconsensus · none
92
citations

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