{"id":"W2097295926","doi":"10.4021/gr2009.07.1304","title":"Hepatocellular Carcinoma: Tumorigenesis and Prediction Markers","year":2009,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Carcinogenesis; Oncology; Pathological; Internal medicine; Metastasis; Cancer; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005567712,0.0007798003,0.001272107,0.001652397,0.000164179,0.0007323449,0.0006171725,0.0006416579,0.001399467],"category_scores_gemma":[0.0006093177,0.0002534034,0.0003116736,0.001614382,0.0003674284,0.0008034004,0.0004158104,0.001038068,0.001856218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006364605,"about_ca_system_score_gemma":0.0006958101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243916,"about_ca_topic_score_gemma":0.001119868,"domain_scores_codex":[0.9998146,0.0000416246,0.00002194902,0.00003580375,0.00007397282,0.00001211993],"domain_scores_gemma":[0.9998036,0.0000688172,0.00003100891,0.000007750733,0.00007062397,0.00001821274],"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":[0.00006641392,0.00005069324,0.000788299,0.004615378,0.00006117058,0.0002950954,0.00003858904,0.0004814951,0.003138657,0.00263483,0.01898594,0.9688435],"study_design_scores_gemma":[0.00001998839,0.00019515,0.005486832,0.002602855,0.0001758389,0.004374221,0.00009556374,0.0005461989,0.004382913,0.006235596,0.9758306,0.00005406117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002449738,0.9977192,0.0006505703,0.0003612829,0.0001606296,0.000004219798,0.00002601986,0.00001548652,0.0008176448],"genre_scores_gemma":[0.001812404,0.9963009,0.0006637126,0.0001029093,0.0002064324,0.00000878088,0.00005233709,0.000002141401,0.0008502516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001652397,"threshold_uncertainty_score":0.004681647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672584131166248,"score_gpt":0.336482556998227,"score_spread":0.2897567156865645,"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."}}