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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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Journal of Hepatology
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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
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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.

677 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.
677 works in the cohort · of 4,299,418page 1 of 14

Labels cover 1 of 677 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 677 of 677 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Global burden of liver disease: 2023 update
Harshad Devarbhavi, Sumeet K. Asrani, Juan Pablo Arab, Yvonne Ayerki Nartey, Elisa Pose, Patrick S. Kamath
2023· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
1,996
citations
afffundno abstractunlabeled
Global burden of alcoholic liver diseases
Jürgen Rehm, Andriy V. Samokhvalov, Kevin D. Shield
2013· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
736
citations
affno abstractunlabeled
Sarcopenia and frailty in decompensated cirrhosis
Puneeta Tandon, Aldo J. Montaño‐Loza, Jennifer C. Lai, Srinivasan Dasarathy, Manuela Merli
2021· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
381
citations
affno abstractunlabeled
The role of quantitative hepatitis B surface antigen revisited
Markus Cornberg, Vincent Wai‐Sun Wong, Stephen Locarnini, Maurizia Rossana Brunetto, Harry L.A. Janssen, Henry Lik‐Yuen Chan
2016· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
377
citations
affno abstractunlabeled
From non-A, non-B hepatitis to hepatitis C virus cure
Jean–Michel Pawlotsky, Jordan J. Feld, Stefan Zeuzem, Jay H. Hoofnagle
2015· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
328
citations
fundno affno abstractunlabeled
Viral hepatitis and HIV coinfection
Mark Sulkowski
2007· review· en· Journal of Hepatology· Medicine
distilled prediction:candidate · noneconsensus · none
316
citations
affno abstractunlabeled
Dysregulation of serum bile acids and FGF19 in alcoholic hepatitis
Katharina Brandl, Phillipp Hartmann, Lily Jih, Donald Pizzo, Josepmaria Argemí, Meritxell Ventura‐Cots +24 more
2018· article· en· Journal of Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
207
citations

How this was built: Screen · Findings · About