{"id":"W2559460526","doi":"10.1159/000449346","title":"Hepatocellular Carcinoma: The Role of Interventional Oncology","year":2016,"lang":"en","type":"review","venue":"Liver Cancer","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Liver transplantation; Incidence (geometry); Surgical resection; Internal medicine; Oncology; Transplantation; General surgery","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":[0.0006459536,0.0005445819,0.0007474155,0.001524692,0.0002853171,0.0009955217,0.0004779789,0.00100956,0.002636046],"category_scores_gemma":[0.0008821191,0.0001279073,0.0003749084,0.001254943,0.0005985116,0.001317721,0.0005532622,0.001504967,0.0009735228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090379,"about_ca_system_score_gemma":0.001199286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008137651,"about_ca_topic_score_gemma":0.001152255,"domain_scores_codex":[0.9997919,0.00005480152,0.00002793459,0.00003368119,0.00007275686,0.00001900334],"domain_scores_gemma":[0.9995641,0.0002250589,0.00004905771,0.00001322356,0.0001134206,0.00003506468],"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":[0.0000352784,0.00003025593,0.000290971,0.008285784,0.00004938247,0.0003076134,0.00008391578,0.0002375097,0.0006898897,0.006269479,0.02671947,0.9570004],"study_design_scores_gemma":[0.000008094335,0.00005538679,0.0007162701,0.003958865,0.00006796436,0.003106703,0.00009847592,0.00008064635,0.0003152775,0.003260066,0.9883158,0.00001631092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009031815,0.9978051,0.0001165542,0.0007573852,0.0002463828,0.000001812968,0.000005773114,0.000005394499,0.0009712705],"genre_scores_gemma":[0.001155137,0.9975304,0.0001709571,0.0003078035,0.0004403398,0.000003276623,0.00001077423,0.000001440461,0.0003797468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002636046,"threshold_uncertainty_score":0.008818448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764116408169632,"score_gpt":0.3697047981926722,"score_spread":0.3220636341109759,"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."}}