{"id":"W4411075077","doi":"10.1038/s41591-025-03759-8","title":"The People-First Liver Charter","year":2025,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Institute of Allergy and Infectious Diseases; Faculty of Medicine and Health, University of Sydney; Agencia Estatal de Investigación; Sahlgrenska Akademin; School of Medicine, Emory University; Ipsen; European Association for the Study of the Liver; Novo Nordisk; Karolinska Institutet; Eisai; Generalitat de Catalunya; University College London; NGM Biopharmaceuticals; Intercept Pharmaceuticals; Inventiva Pharma; Kowa Company; Ionis Pharmaceuticals; Bristol-Myers Squibb; Centres de Recerca de Catalunya; Francis Crick Institute; City University of New York; National Institutes of Health; Regeneron Pharmaceuticals; Göteborgs Universitet; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Novavax; University of Florida; American Diabetes Association; Emory University; National Institute for Health and Care Research; Queen Mary University of London; Aarhus Universitetshospital; Gilead Sciences; University of New South Wales; Alexion Pharmaceuticals; McMaster University; Moderna; Pfizer; American Association for the Study of Liver Diseases; Genentech; AstraZeneca; Eli Lilly and Company; Instituto de Salud Carlos III; Siemens Healthineers; Universitat de Barcelona; Amgen; Aarhus Universitet; Sanofi; GW Pharmaceuticals; University of Dundee","keywords":"Charter; Medicine; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01395154,0.0006409324,0.000861299,0.002204381,0.004946617,0.006594606,0.00169537,0.008587316,0.03280482],"category_scores_gemma":[0.06244085,0.0006480576,0.001290504,0.001164751,0.003614835,0.005698168,0.007703534,0.01856357,0.01154666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006124397,"about_ca_system_score_gemma":0.02977141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299421,"about_ca_topic_score_gemma":0.0495684,"domain_scores_codex":[0.9861413,0.003777323,0.0007483955,0.001029335,0.006246742,0.002056919],"domain_scores_gemma":[0.9367784,0.01027973,0.004061691,0.004381199,0.01214913,0.0323499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002208468,0.00002333757,0.0008888263,0.00002644433,0.000006431612,0.00005869388,0.00009112202,0.00002839054,0.00003094419,0.009632678,0.9652294,0.02396154],"study_design_scores_gemma":[0.00003999955,0.00005024091,0.002346345,0.0002388351,0.00001001347,0.0001894119,0.0002563588,0.00008228817,0.0001035821,0.00571779,0.9909317,0.00003337959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002328109,0.005943781,0.004454052,0.7802165,0.1237461,0.0001372417,0.001548967,0.001156281,0.08046899],"genre_scores_gemma":[0.05812227,0.009174895,0.01524786,0.5962952,0.05761637,0.0006100797,0.002707904,0.001362648,0.2588627],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03280482,"threshold_uncertainty_score":0.1097431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004384367201199578,"score_gpt":0.2749382689149214,"score_spread":0.2705539017137218,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}