{"id":"W1969528617","doi":"10.2957/kanzo.50.407","title":"Panel discussion: Management of hepatocellular carcinoma","year":2009,"lang":"en","type":"article","venue":"Kanzo","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Hepatocellular carcinoma; Medicine; General surgery; Internal medicine; Oncology","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":[0.00356767,0.001101376,0.00166163,0.0008846456,0.003119921,0.001976894,0.002020927,0.03614053,0.01455908],"category_scores_gemma":[0.00857691,0.0006926493,0.002006643,0.001145027,0.001188173,0.001655507,0.001696154,0.01595705,0.007800658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483193,"about_ca_system_score_gemma":0.003558354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005402273,"about_ca_topic_score_gemma":0.01292114,"domain_scores_codex":[0.9982939,0.0004445117,0.0002923016,0.0002203937,0.0004079758,0.0003408934],"domain_scores_gemma":[0.9944404,0.001910063,0.0005672986,0.000177631,0.00127493,0.001629644],"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":[0.0002299066,0.00008112891,0.005253933,0.0004602539,0.00005669569,0.002414214,0.0001200953,0.0003261767,0.0006978016,0.001888679,0.9592292,0.02924194],"study_design_scores_gemma":[0.0004603562,0.0002151792,0.01725883,0.00308005,0.0001931657,0.004875025,0.0005704869,0.0007044025,0.0007141897,0.004550068,0.9672747,0.0001035466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002701921,0.003820537,0.0008274937,0.9437475,0.02312144,0.0003470152,0.0006928616,0.00009029438,0.02465086],"genre_scores_gemma":[0.02624838,0.00709423,0.002371468,0.8723357,0.06776296,0.0006892577,0.0008231625,0.00006294287,0.02261197],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03614053,"threshold_uncertainty_score":0.04870498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068619975591961,"score_gpt":0.2543374131053857,"score_spread":0.1857174375134247,"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."}}