{"id":"W4385563490","doi":"10.1097/hep.0000000000000545","title":"A global action agenda for turning the tide on fatty liver disease","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Faculty of Medicine and Health, University of Sydney; Birmingham Biomedical Research Centre; Faculty of Medical Sciences, Newcastle University; School of Medicine, Shanghai Jiao Tong University; College of Medicine, King Saud University; Medical Research Council; lékařská fakulta Univerzity Karlovy; Samsung; Universiti Malaya; Sirtex Medical; Julius Clinical; Universitat de Barcelona; Ipsen; Sun Pharma; Houston Methodist Research Institute; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Novo Nordisk Fonden; Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Universität Leipzig; Linköpings Universitet; Universiteit Antwerpen; University of Kelaniya; Università degli Studi di Palermo; Shanghai Jiao Tong University; Allergan; Danmarks Grundforskningsfond; Novo Nordisk; Cambridge University Hospitals; Sungkyunkwan University; Sapienza Università di Roma; King Saud University; University of Otago; Swedish Orphan Biovitrum; Astellas Pharma; King Faisal Specialist Hospital and Research Centre; Medpace; Ain Shams University; Institut National de la Santé et de la Recherche Médicale; Pontificia Universidad Católica de Chile; European Association for the Study of the Liver; Canadian Association for the Study of the Liver; Newcastle University; Genentech; AstraZeneca; NGM Biopharmaceuticals; GlaxoSmithKline; Chiesi Farmaceutici; Inselspital, Universitätsspital Bern; Exelixis; Mongolian National University of Medical Sciences; Universidad de Málaga; University of Birmingham; University of Southern California; Gilead Sciences; Syddansk Universitet; Postgraduate Institute of Medical Education and Research, Chandigarh; Bristol-Myers Squibb; Centres de Recerca de Catalunya; Novavax; Norgine; University Hospitals Birmingham NHS Foundation Trust; Cairo University; Innovationsfonden; Instituto de Investigación Marqués de Valdecilla; Pfizer; University of Washington; Università degli Studi di Milano; Universidade Federal do Rio Grande do Sul; Dr. Falk Pharma; Alexion Pharmaceuticals; University of Bern; Eli Lilly and Company; Universidade de Lisboa; Generalitat de Catalunya; Univerzita Karlova v Praze; University of Dundee; Chinese University of Hong Kong; National Institutes of Health; Helwan University; City University of New York; Karolinska Institutet; Yale University; Massachusetts General Hospital; University College London; Cilag; Amgen; Coherus Biosciences; Faculty of Medicine Siriraj Hospital, Mahidol University; CSL Behring; Sanofi; Eisai; University of Cambridge; American Association for the Study of Liver Diseases; Universidad de Cádiz; Odense Universitetshospital; Shionogi; Falk Foundation; Hospices Civils de Lyon; Houston Methodist Hospital; University of Cape Town; Imperial College London; Barts Charity; Vlaamse regering; National Research Foundation; National Institute for Health and Care Research; Queen Mary University of London; University of Haifa; Fonds Wetenschappelijk Onderzoek; London Health Sciences Centre","keywords":"Action (physics); Fatty liver; Political science; Medicine; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004909674,0.00008900464,0.0001312517,0.00003014589,0.0001104515,0.000007403342,0.00003994752,0.00003728576,0.00009118314],"category_scores_gemma":[0.0000985739,0.00005579043,0.0001239127,0.000119564,0.00003579076,0.00001924868,0.00002284651,0.00004011965,0.0003162129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000960058,"about_ca_system_score_gemma":0.00007281537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000984889,"about_ca_topic_score_gemma":0.00007140867,"domain_scores_codex":[0.9993906,0.00003918744,0.00008592641,0.0001928825,0.00009344763,0.0001979301],"domain_scores_gemma":[0.9994518,0.0001880178,0.00003133592,0.0001869139,0.00003067971,0.0001112079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006029526,0.0002466563,0.9274342,0.00008054413,0.0001676756,0.0005236694,0.00008128864,0.00001199875,0.00001584243,0.002613572,0.05782479,0.0103968],"study_design_scores_gemma":[0.001100369,0.000201476,0.969591,0.00003291196,0.0003588636,0.00001665627,0.00004171112,0.003436001,0.0001797952,0.0006414002,0.02433438,0.0000654434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914925,0.0003004477,0.00005444792,0.006577697,0.0003363185,0.0005530412,0.0001264358,0.0001114324,0.0004476889],"genre_scores_gemma":[0.9967701,0.0002012328,0.00002732568,0.002207001,0.0001219804,0.0002999489,0.0001669883,0.000009186042,0.0001962118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04215678,"threshold_uncertainty_score":0.4064383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09187856985348652,"score_gpt":0.3619811492462214,"score_spread":0.2701025793927349,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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