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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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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.

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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
Evidence
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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. 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.

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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
936
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
machine prediction:candidate · noneconsensus · none
897
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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
231
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
machine prediction:candidate · noneconsensus · none
136
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
machine prediction:candidate · noneconsensus · none
130
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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
121
citations
affno abstractunlabeled
The risks of PPI therapy
Paul Moayyedi, Grigorios I. Leontiadis
2012· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
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
machine prediction:candidate · noneconsensus · 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
machine prediction:candidate · noneconsensus · none
90
citations

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