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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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Nature Reviews Gastroenterology & 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.

129 results · 1 filter active ·
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20092025
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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.
129 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 129 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 129 of 129 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
The global burden of IBD: from 2015 to 2025
Gilaad G. Kaplan
2015· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
2,624
citations
affno abstractunlabeled
Environmental triggers in IBD: a review of progress and evidence
Ashwin N. Ananthakrishnan, Çharles N. Bernstein, Dimitrios Iliopoulos, Andrew J. Macpherson, Markus F. Neurath, Raja Affendi Raja Ali +2 more
2017· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
936
citations
afffundno abstractunlabeled
Probiotics and the gut microbiota in intestinal health and disease
Mélanie G. Gareau, Philip M. Sherman, W. Allan Walker
2010· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
916
citations
affno abstractunlabeled
Towards a more comprehensive concept for prebiotics
Laure B. Bindels, Nathalie M. Delzenne, Patrice D. Cani, Jens Walter
2015· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
897
citations
affno abstractunlabeled
JAK–STAT pathway targeting for the treatment of inflammatory bowel disease
Azucena Salas, Cristian Hernández-Rocha, Marjolijn Duijvestein, William A. Faubion, Dermot McGovern, Séverine Vermeire +2 more
2020· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
633
citations
afffundno abstractunlabeled
A role for the gut microbiota in IBS
Stephen M. Collins
2014· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
349
citations
affno abstractunlabeled
Gastrointestinal biofilms in health and disease
Jean‐Paul Motta, John L. Wallace, André G. Buret, Céline Deraison, Nathalie Vergnolle
2021· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
271
citations
afffundno abstractunlabeled
IL-12 and IL-23 pathway inhibition in inflammatory bowel disease
Bram Verstockt, Azucena Salas, Bruce E. Sands, Clara Abraham, Haim Leibovitzh, Markus F. Neurath +16 more
2023· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
231
citations
affno abstractunlabeled
Helicobacter pylori infection in functional dyspepsia
Hidekazu Suzuki, Paul Moayyedi
2013· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
192
citations
affno abstractunlabeled
Acute severe ulcerative colitis: from pathophysiology to clinical management
Pieter Hindryckx, Vipul Jairath, Geert D’Haens
2016· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow
184
citations
affno abstractunlabeled
Cystic fibrosis from the gastroenterologist's perspective
Chee Y. Ooi, Peter R. Durie
2016· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
158
citations
affno abstractunlabeled
Management of adverse effects of Peg-IFN and ribavirin therapy for hepatitis C
Mark Sulkowski, Curtis Cooper, Béla Hunyady, Jidong Jia, П. П. Огурцов, Markus Peck‐Radosavljevic +3 more
2011· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
146
citations
affno abstractunlabeled
Mechanisms of growth impairment in pediatric Crohn's disease
Thomas D. Walters, Anne M. Griffiths
2009· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
145
citations
affno abstractunlabeled
The metabolic role of vagal afferent innervation
T.M. Zaved Waise, Helen J. Dranse, Tony K.T. Lam
2018· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
136
citations
affno abstractunlabeled
Effects of dietary fibre on metabolic health and obesity
Edward C. Deehan, Valentin Mocanu, Karen Madsen
2024· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
130
citations
affno abstractunlabeled
Advances in IBD genetics
Johan Van Limbergen, Graham Radford‐Smith, Jack Satsangi
2014· review· en· Nature Reviews Gastroenterology & Hepatology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
130
citations
affno abstractunlabeled
Mechanisms by which gut microorganisms influence food sensitivities
Alberto Caminero, Marlies Meisel, Bana Jabrì, Elena F. Verdú
2018· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
126
citations
affno abstractunlabeled
Stress-related mucosal disease in the critically ill patient
Marc Bardou, Jean‐Pierre Quenot, Alan Barkun
2015· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
126
citations
affno abstractunlabeled
Current and emerging therapies for coeliac disease
Laura Kivelä, Alberto Caminero, Daniel A. Leffler, María Inés Pinto-Sánchez, Jason A. Tye–Din, Katri Lindfors
2020· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
122
citations
affno abstractunlabeled
Understanding the therapeutic toolkit for inflammatory bowel disease
Sophie Vieujean, Vipul Jairath, Laurent Peyrin‐Biroulet, Marla C. Dubinsky, Marietta Iacucci, Fernando Magro +1 more
2025· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
121
citations
affno abstractunlabeled
The risks of PPI therapy
Paul Moayyedi, Grigorios I. Leontiadis
2012· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
119
citations
fundno affno abstractunlabeled
The gut microbiome connects nutrition and human health
Yolanda Sanz, John F. Cryan, Mélanie Deschasaux, Eran Elinav, R Lambrecht, Patrick Veiga
2025· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
96
citations
affno abstractunlabeled
Optimization of conventional therapy in patients with IBD
Kirstin M. Taylor, Peter M. Irving
2011· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
90
citations

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