{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194318,0.0001743884,0.0004560569,0.00003633894,0.00003156449,0.000004698094,0.0003242675,0.0002957027,0.0006243443],"category_scores_gemma":[0.00003289149,0.0001037386,0.0004334342,0.00006273807,0.0001168382,0.000001588991,0.0001787489,0.0001258527,0.00002065628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008511147,"about_ca_system_score_gemma":0.0004076482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009017379,"about_ca_topic_score_gemma":0.00001272648,"domain_scores_codex":[0.9988663,0.0003472739,0.0003173808,0.0002615168,0.00007431503,0.0001331666],"domain_scores_gemma":[0.9991361,0.00004413911,0.0003655499,0.0003317389,0.00009386268,0.00002863951],"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":[0.00001219843,0.00003579844,0.00007390619,0.001011686,0.000202743,0.000001396071,0.00001408989,9.835491e-8,0.008889583,0.0003189231,0.002142192,0.9872974],"study_design_scores_gemma":[0.0000908515,0.00006915673,0.000007300598,0.0008561536,0.0001474341,0.00001201735,0.000005172823,0.000001163713,0.009349097,0.00004251213,0.9892987,0.0001204528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001964939,0.9974464,0.0004512033,0.00001768591,0.0002776863,0.0002941189,0.0001643511,0.000002852891,0.001149164],"genre_scores_gemma":[0.0004501319,0.9963307,0.0002636623,0.00003782225,0.0005339829,0.0001299218,0.00007945372,0.00002747048,0.002146889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987177,"threshold_uncertainty_score":0.6836132,"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."}}