{"id":"W2334751043","doi":"10.2165/00024669-200403060-00003","title":"Hepatocellular Carcinoma","year":2004,"lang":"en","type":"article","venue":"American Journal of Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Hepatitis B; Internal medicine; Gastroenterology; Cancer; Viral hepatitis; Liver cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001236095,0.0001355584,0.0004389267,0.0001423724,0.00003726161,0.00001175062,0.00008709739,0.00002842022,0.0001861131],"category_scores_gemma":[0.00001711393,0.0001014553,0.000269486,0.000301231,0.0001527026,0.00007814811,0.00001226702,0.000187831,0.00002039017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322449,"about_ca_system_score_gemma":0.0004972826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004585025,"about_ca_topic_score_gemma":0.000005797473,"domain_scores_codex":[0.9989844,0.00002686414,0.0003300098,0.000113898,0.0003288258,0.0002160206],"domain_scores_gemma":[0.9990454,0.00001840253,0.0003061868,0.000152228,0.0002179448,0.000259854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00024349,0.0001057874,0.9523966,0.00001337675,0.0001820216,0.0009420344,0.0002825475,0.000006396011,0.002728483,0.00005901557,0.0001272814,0.04291292],"study_design_scores_gemma":[0.01145698,0.009674597,0.7741438,0.0006049845,0.001991464,0.002759418,0.001010006,0.0002172877,0.1507926,0.0005776976,0.04617497,0.00059623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991599,0.004296292,0.0002749602,0.002885834,0.0001651661,0.0001193495,0.000002949882,0.00001208425,0.0006443705],"genre_scores_gemma":[0.9963892,0.0004277522,0.001960405,0.0006702724,0.0004040954,0.000008185913,0.000001673175,0.00002454854,0.0001139128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782528,"threshold_uncertainty_score":0.4137229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193378028434572,"score_gpt":0.2748632887505046,"score_spread":0.2429295084661589,"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."}}