{"id":"W4410299773","doi":"10.1016/j.cgh.2025.04.014","title":"Global Health Policies for Hepatocellular Carcinoma: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Universidad Austral; University of California, San Diego; Universitair Ziekenhuis Antwerpen; Faculty of Medicine, Prince of Songkla University; Centre Hospitalier Universitaire de Bordeaux; Universidad Nacional Mayor de San Marcos; Nanjing University; College of Medicine, King Saud University; Università di Bologna; Chinese University of Hong Kong; National Medical Research Council; University of the Philippines; National and Kapodistrian University of Athens; Karolinska Institutet; University of California-San Diego; Universiti Malaya; Helwan University; University of Health and Allied Sciences; National University of Singapore; Kurume University; Universiti Sains Malaysia; Universidade Federal de São Paulo; Ministry of Health -Singapore; Nanjing Drum Tower Hospital; Ege Üniversitesi; Cedars-Sinai Medical Center; University of Texas at San Antonio; University of Arizona; Makerere University; E-Da Hospital; Aarhus Universitetshospital; Gilead Sciences; Universitas Indonesia; Yonsei University College of Medicine; Addis Ababa University; Roche; Xi'an Jiaotong University","keywords":"Medicine; Hepatocellular carcinoma; Cross-sectional study; Global health; Environmental health; Internal medicine; Oncology; Public health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001167446,0.0003437383,0.0003019325,0.001076974,0.0006380614,0.0009804248,0.0002988905,0.001039455,0.002669235],"category_scores_gemma":[0.003814423,0.0005342733,0.0007549008,0.002085754,0.000491693,0.001139218,0.001053034,0.001413018,0.0003189535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007842903,"about_ca_system_score_gemma":0.0007027331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416676,"about_ca_topic_score_gemma":0.01477769,"domain_scores_codex":[0.9993193,0.0002817576,0.00007282025,0.00008262877,0.00006522064,0.0001783413],"domain_scores_gemma":[0.9963522,0.0006809892,0.001886383,0.0002163766,0.0002633819,0.0006007815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004315828,0.00005983985,0.9991612,0.000009282776,0.000057835,0.00002873791,0.0001176804,0.00003842782,0.00001883036,0.00003444368,0.00009669777,0.0003337784],"study_design_scores_gemma":[0.000003699262,0.0000716249,0.9989292,0.000009941831,0.00003665037,0.00007074441,0.0006026105,0.0000427833,0.00001292108,0.00002875859,0.0001879114,0.000003239602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963793,0.0004820192,0.00005391054,0.0004060308,0.00001084087,0.00001388689,0.001374508,0.000004264286,0.001275354],"genre_scores_gemma":[0.9989339,0.0002220185,0.00003356658,0.00009198264,0.00001056565,0.00001173988,0.0005373985,0.000002009967,0.0001568427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416676,"threshold_uncertainty_score":0.02816862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05430866222953312,"score_gpt":0.4376787397193467,"score_spread":0.3833700774898136,"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."}}