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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 2 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.

affno abstractunlabeled
Gastrointestinal aspects of vasculitides
Medha Soowamber, Adam V. Weizman, Christian Pagnoux
2016· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
77
citations
affno abstractunlabeled
IBD medications during pregnancy and lactation
Ole Haagen Nielsen, Cynthia Maxwell, Jakob Hendel
2013· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
67
citations
affno abstractunlabeled
Nomenclature of HBV core protein-targeting antivirals
Fabien Zoulim, Adam Zlotnick, Stephanie Buchholz, Eric Donaldson, John Fry, Anuj Gaggar +11 more
2022· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
64
citations
affno abstractunlabeled
Alcohol: taking a population perspective
William Gilmore, Tanya Chikritzhs, Tim Stockwell, David H. Jernigan, Timothy S. Naimi, Ian Gilmore
2016· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
57
citations
affno abstractunlabeled
Optimizing the safety of biologic therapy for IBD
Shanika de Silva, Shane Devlin, Remo Panaccione
2010· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
54
citations
affno abstractunlabeled
Therapeutic intervention in oropharyngeal dysphagia
Rosemary Martino, Timothy M. McCulloch
2016· review· en· Nature Reviews Gastroenterology & Hepatology· Health Professions
machine prediction:candidate · noneconsensus · none
38
citations
affno abstractunlabeled
Cholangiocarcinoma 2026: status quo, unmet needs and priorities
Jesús M. Bañales, Pedro M. Rodrigues, Silvia Affò, Jesper B. Andersen, Patricia Aspichueta, Luke Boulter +135 more
2025· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
A roadmap for clinical trials in MASH-related compensated cirrhosis
Juan M. Pericàs, Quentin M. Anstee, Salvador Augustín, Ramón Bataller, Annalisa Berzigotti, Andreea Ciudin +11 more
2024· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
29
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
machine prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
Influence of biological sex in inflammatory bowel diseases
Diane M. Tshikudi, Çharles N. Bernstein, Suresh Mishra, Jean‐Eric Ghia, Heather Armstrong
2025· review· en· Nature Reviews Gastroenterology & Hepatology· Medicine
machine prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Measuring what counts—endoscopic assessment in IBD
Reena Khanna, Barrett G. Levesque, William J. Sandborn
2013· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
16
citations
affno abstractunlabeled
Medical therapy of paediatric inflammatory bowel disease
Luca Scarallo, Anne M. Griffiths
2022· review· en· Nature Reviews Gastroenterology & Hepatology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
12
citations

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