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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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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.

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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.

734 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.
734 works in the cohort · of 4,299,418page 14 of 15

Labels cover 1 of 734 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 734 of 734 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.

fundno affunlabeled
AASLD Abstracts 1606-1960
2008· article· et· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
Reply:
Manhal Izzy, Lisa B. VanWagner, Grace Lin, Mario Altieri, James Y. Findlay, Jae K. Oh +2 more
2019· letter· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Hepatology Highlights
Vivian Ortiz, Caitlin B. Conboy, Luis Antonio Díaz, Juan Pablo Arab, Sumera I. Ilyas
2022· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Reply:
Robert P. Myers, Abdel Aziz Shaheen
2007· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Reply
Zobair M. Younossi, Puneetinder Mann, Mark Wymer
2016· letter· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
AASLD program
Andrew K. Burroughs, Timothy M. McCashland, Douglas W. Hanto, Nancy L. Ascher, Andrés T. Blei, Ronald W. Busuttil +47 more
2005· article· et· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Reply:
Benjamin L. Shneider, Eve A. Roberts, Regino P. González‐Peralta
2007· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
PPARα activation in portal hypertension
Hongqun Liu, Samuel S. Lee, Roberto J. Groszmann, Yasuko Iwakiri, Tamar H. Taddei
2012· letter· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Abstracts 1 to 209, LB1–LB5
2007· article· en· Hepatology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
PBC and PSC
Nizar N. Zein, Ibrahim A. Hanouneh, Richard D. Unwin, Maggie Samaan, Cristiano Quintini, Charles W. Miller +43 more
2013· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reply
Jacinta A. Holmes, Gail Matthews, Alexander Thompson
2014· letter· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Splendid isolation
Adrian Reuben
2006· review· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Reply
Tommy Ivanics, Marco P. A. W. Claasen, Madhukar S. Patel, Bettina E. Hansen, Gonzalo Sapisochín
2022· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hepatology highlights
Jennifer L. Tomlinson, Daniel D. Penrice, Resham­ Ramkissoon, Prowpanga Udompap, Juan Pablo Arab
2022· letter· en· Hepatology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Reply
Jason Grebely, Brian Conway, Jesse D. Raffa, Calvin Lai, Mel Krajden, Mark Tyndall
2007· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Reply
Gerald Y. Minuk, Carla Osiowy, Yuewen Gong, Manna Zhang
2003· article· en· Hepatology
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Reply:
Tien‐Hau Lien, Mei‐Hwei Chang
2011· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Correspondence
Florence Wong, Laurie Blendis
2003· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Hepatology highlights
Jean‐François Dufour
2014· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Hepatology Highlights
Shirley Cohen‐Mekelburg, Robert E. Schwartz, Russell Rosenblatt, Robert S. Brown, Zaid Tafesh, Clara Tow +6 more
2018· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Correspondence
Korosh Khalili, Morris Sherman
2012· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Reply:
Supriya Joshi, Jenny Heathcote
2002· article· en· Hepatology· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
Reply
Olivier Barbier, Jocelyn Trottier
2007· article· en· Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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