{"id":"W2162377624","doi":"10.3109/03091902.2012.754510","title":"Radiofrequency ablation technique in the treatment of liver tumours: review and future issues","year":2013,"lang":"en","type":"review","venue":"Journal of Medical Engineering & Technology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital; University of Alberta; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Ablation; Thermal ablation; Radiofrequency ablation; Rf ablation; Medicine; Tumor ablation; Computer science; Medical physics; Biomedical engineering; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006799543,0.000297009,0.002078762,0.0006559574,0.00001171671,0.000005610596,0.0002614481,0.0007818489,0.0001032252],"category_scores_gemma":[0.0001939029,0.0001530637,0.0003311583,0.0005477667,0.00007991484,0.0000406986,0.00001782747,0.0007518011,0.000002977516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596115,"about_ca_system_score_gemma":0.0002020182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484102,"about_ca_topic_score_gemma":4.42326e-7,"domain_scores_codex":[0.9982216,0.00008371195,0.0009298031,0.0001470191,0.0004341041,0.0001837734],"domain_scores_gemma":[0.9990062,0.0001261184,0.0004199092,0.0002639394,0.00008224216,0.0001015567],"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":[0.000001879419,0.0001832641,0.000161518,0.01655198,0.0001981622,0.000825369,0.00004603936,2.737791e-8,0.000002520013,0.0001718329,0.0002451429,0.9816123],"study_design_scores_gemma":[0.0003690005,0.001143576,0.00002439306,0.03400416,0.002305166,0.00590108,0.00001097609,0.00002253053,0.00002033126,0.00001520762,0.9560774,0.0001061942],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009440573,0.9929276,0.0001036101,0.005450635,0.00007591583,0.001308922,0.000002151933,0.00002428065,0.00001244633],"genre_scores_gemma":[0.0001676576,0.9974291,0.001773105,0.0000309086,0.0003638059,0.0001880686,0.000008711245,0.00002647605,0.00001214146],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.981506,"threshold_uncertainty_score":0.6241757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383478484664131,"score_gpt":0.3080756261305552,"score_spread":0.2642408412839138,"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."}}