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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
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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.

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 10 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.

affunlabeled
Cholestasis and cholestatic syndromes
Gideon M. Hirschfield, E. Jenny Heathcote
2009· review· en· Current Opinion in Gastroenterology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
28
citations
affno abstractunlabeled
Hepatic immune regulation and sex disparities
Patrizia Burra, Alberto Zanetto, Bernd Schnabl, Thomas Reiberger, Aldo J. Montaño‐Loza, Rosanna Asselta +2 more
2024· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
27
citations
affno abstractunlabeled
Pathophysiology of primary biliary cholangitis
Aliya Gulamhusein, Gideon M. Hirschfield
2018· review· en· Best Practice & Research Clinical Gastroenterology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
27
citations
fundno affunlabeled
Autoimmune hepatitis in children
Claudia Della Corte, Maria Rita Sartorelli, Carmen Donatella Sindoni, Elia Girolami, Luigi Giovannelli, Donatella Comparcola +1 more
2012· review· en· European Journal of Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
27
citations
fundno affno abstractunlabeled
Risk of Non-melanoma Skin Cancer in Autoimmune Hepatitis
John Leung, Lauren N. Dowling, Isi Obadan, James E. Davis, Peter A Bonis, Marshall M. Kaplan +2 more
2010· article· en· Digestive Diseases and Sciences· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
fundno affunlabeled
Clinical Narrative: Autoimmune Hepatitis
Paul A. Schmeltzer, Mark W. Russo
2018· review· en· The American Journal of Gastroenterology· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
fundno affunlabeled
New Animal Models for Autoimmune Hepatitis
Urs Christen, Edith Hintermann, Elmar Jaeckel
2009· review· en· Seminars in Liver Disease· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affno abstractunlabeled
Genetics in PBC: What Do the “Risk Genes” Teach Us?
Gideon M. Hirschfield, Katherine A. Siminovitch
2014· review· en· Clinical Reviews in Allergy & Immunology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
25
citations
affvenueunlabeled
Update on Primary Biliary Cirrhosis
Jenny Heathcote
2000· review· en· Canadian Journal of Gastroenterology· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
24
citations
affno abstractunlabeled
Primary Biliary Cholangitis
Inbal Houri, Gideon M. Hirschfield
2023· review· en· Clinics in Liver Disease· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations

How this was built: Screen · Findings · About