{"id":"W4254252225","doi":"10.1007/978-3-319-26276-5_12","title":"Hepatocellular Carcinoma","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Sorafenib; Medicine; Cirrhosis; Radiofrequency ablation; Liver transplantation; Liver function; Gastroenterology; Internal medicine; Milan criteria; Radiology; Ablation; Transplantation","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":[0.0001274299,0.0004476758,0.000305993,0.000680047,0.0003864204,0.0007283561,0.000311333,0.000453501,0.08577982],"category_scores_gemma":[0.0004077964,0.000148347,0.0002318152,0.0005178128,0.0002500308,0.0007729535,0.0008240973,0.0008837462,0.04331866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415569,"about_ca_system_score_gemma":0.000450831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099291,"about_ca_topic_score_gemma":0.00309437,"domain_scores_codex":[0.9999387,0.00001046192,0.000003218193,0.000008209984,0.00003135531,0.000008076559],"domain_scores_gemma":[0.999934,0.00001684067,0.000004212131,0.000009292074,0.00002108857,0.00001461341],"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":[0.0000188642,0.00003718822,0.0002297463,0.0002640748,0.000005282203,0.0004915471,0.0001215898,0.0001425794,0.0008221783,0.01680964,0.5496069,0.4314504],"study_design_scores_gemma":[0.000002213113,0.000008467159,0.0001808362,0.000118014,0.000002058226,0.0009255243,0.00002268219,0.0000285801,0.0001109428,0.00178975,0.9968086,0.000002211653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00107206,0.04110275,0.002795661,0.002866247,0.004356286,0.00006887935,0.0002346885,0.0002268033,0.9472766],"genre_scores_gemma":[0.004744987,0.02862764,0.001328186,0.001586143,0.001458574,0.00003807116,0.000355139,0.0000527711,0.9618086],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08577982,"threshold_uncertainty_score":0.2869621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641367697461263,"score_gpt":0.2320290384240238,"score_spread":0.1656153614494111,"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."}}