{"id":"W4296359614","doi":"10.21037/hbsn-22-386","title":"Hepatocellular carcinoma in non-alcoholic fatty liver disease from a clinical and public health perspective","year":2022,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Centro de Envejecimiento y Regeneración, Pontificia Universidad Católica de Chile; Comisión Nacional de Investigación Científica y Tecnológica; European Commission","keywords":"Medicine; Hepatocellular carcinoma; Fatty liver; Perspective (graphical); Alcoholic liver disease; Disease; Public health; Gastroenterology; Internal medicine; Pathology; Cirrhosis","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":[0.002981026,0.0005684312,0.001282607,0.001217587,0.00309906,0.004338316,0.001080087,0.04070539,0.006993592],"category_scores_gemma":[0.01663281,0.0005708049,0.0008300996,0.001287305,0.002709345,0.003465376,0.001824665,0.02229813,0.003099267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004730477,"about_ca_system_score_gemma":0.004977329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007313291,"about_ca_topic_score_gemma":0.01811393,"domain_scores_codex":[0.9977533,0.0009628238,0.0003435222,0.0001385555,0.0004769208,0.0003247905],"domain_scores_gemma":[0.9915218,0.004157946,0.0008037666,0.0002179099,0.001351963,0.001946584],"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":[0.000145794,0.0001169527,0.005676732,0.0002316992,0.00003381342,0.01226068,0.0003257461,0.0001558497,0.0003940511,0.007485595,0.9465473,0.02662576],"study_design_scores_gemma":[0.0005080561,0.0003075832,0.01588933,0.002249017,0.0001398109,0.02282989,0.001997242,0.0009016006,0.0002883506,0.01923249,0.9355163,0.0001402952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005288541,0.002926839,0.00003040669,0.9851939,0.007344514,0.000004800752,0.00001907701,0.000005195526,0.003946441],"genre_scores_gemma":[0.01259281,0.006745558,0.0001570308,0.8311736,0.1419035,0.00002658384,0.00004007645,0.00001219856,0.0073486],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04070539,"threshold_uncertainty_score":0.0343222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06724760624381541,"score_gpt":0.2953894323198873,"score_spread":0.2281418260760719,"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."}}