{"id":"W4409215098","doi":"10.3390/jcm14072505","title":"Hepatitis B-Induced Hepatocellular Carcinoma: Understanding Viral Carcinogenesis and Disease Management","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; McGill University","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatitis B virus; Liver cancer; Liver disease; Carcinogenesis; Hepatitis B; Disease; Viral hepatitis; Cancer; Immunology; Virology; Virus; Internal medicine; Cancer research","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":[0.0005280828,0.0006277182,0.001073399,0.002061357,0.0002383617,0.0008413334,0.0006362937,0.0007642123,0.002352016],"category_scores_gemma":[0.00105766,0.0001666598,0.0005417092,0.00182073,0.0003442967,0.001115129,0.0005022943,0.001252435,0.0008453614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004851318,"about_ca_system_score_gemma":0.00137578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109746,"about_ca_topic_score_gemma":0.001441303,"domain_scores_codex":[0.999817,0.00004044952,0.0000378024,0.00002432643,0.00006678515,0.00001382325],"domain_scores_gemma":[0.9995969,0.0002036037,0.00005637115,0.00001105227,0.000107136,0.00002496045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007235027,0.00007014021,0.0003428214,0.04724342,0.0001619988,0.0002371037,0.00009228607,0.0002424613,0.0009579341,0.002683054,0.02407923,0.9238172],"study_design_scores_gemma":[0.00003059387,0.0001830382,0.00215942,0.02320507,0.0004351092,0.002504447,0.0001463419,0.0001430976,0.0004664997,0.002800382,0.967899,0.0000271473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008094084,0.9991249,0.00005379285,0.0002230475,0.0001342771,0.000003145941,0.000009191907,0.000003165696,0.0003676011],"genre_scores_gemma":[0.0003974048,0.9991944,0.00008417791,0.00009812455,0.0001011865,0.00000320668,0.00001294412,4.474681e-7,0.0001080006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002352016,"threshold_uncertainty_score":0.00786835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280242687292846,"score_gpt":0.4405685019064314,"score_spread":0.2125442331771469,"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."}}