{"id":"W4250658785","doi":"10.1007/978-3-642-28860-9_16","title":"Hepatocellular Carcinoma","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine","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":[0.0001141927,0.0004432491,0.0003339499,0.0006660152,0.0003936367,0.0006553418,0.0003135032,0.000459729,0.08094045],"category_scores_gemma":[0.0003465518,0.0001495789,0.0002376892,0.0005296476,0.0002302572,0.0007405198,0.000708477,0.0008725949,0.04099224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064858,"about_ca_system_score_gemma":0.000378789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057633,"about_ca_topic_score_gemma":0.003168931,"domain_scores_codex":[0.9999461,0.000009369462,0.000002809924,0.000007523549,0.00002688055,0.000007227768],"domain_scores_gemma":[0.9999418,0.00001589284,0.000003534612,0.000008345185,0.00001850842,0.00001187287],"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":[0.00001733475,0.00003946457,0.0002086771,0.0002497116,0.000005353442,0.0005041356,0.0001125928,0.0001350249,0.000823226,0.0158332,0.5349251,0.4471461],"study_design_scores_gemma":[0.000002237552,0.000008979694,0.0002007223,0.0001072263,0.000002329767,0.001060684,0.00002149216,0.00003070939,0.0001249295,0.001780219,0.996658,0.000002476557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001084607,0.04452972,0.003501423,0.002876086,0.003838217,0.00007795302,0.0002441389,0.0002536039,0.9435943],"genre_scores_gemma":[0.004323025,0.02854468,0.001766956,0.001662347,0.001292207,0.00004322903,0.0003538547,0.00005561092,0.9619582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08094045,"threshold_uncertainty_score":0.2707728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278438208728951,"score_gpt":0.2359073214767858,"score_spread":0.1531229393894963,"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."}}