{"id":"W183226744","doi":"10.1016/j.carj.2014.11.005","title":"The Role of Contrast-Enhanced Ultrasound in Guiding Radiofrequency Ablation of Hepatocellular Carcinoma","year":2015,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Contrast-enhanced ultrasound; Radiology; Ultrasound; Ablation; Contrast (vision); Cancer research; Internal medicine; Optics","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":[0.001660131,0.0001737422,0.0001818844,0.0005103625,0.00008986073,0.0003602494,0.0002092523,0.0002425536,0.0003896839],"category_scores_gemma":[0.007458624,0.00006813664,0.0001141912,0.0001766026,0.0003127911,0.0002146158,0.0001333604,0.0001213068,0.0001519936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226791,"about_ca_system_score_gemma":0.000174452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075221,"about_ca_topic_score_gemma":0.0004522898,"domain_scores_codex":[0.9994372,0.0002759292,0.00006401864,0.00004808366,0.0001365257,0.00003830413],"domain_scores_gemma":[0.9974014,0.001287736,0.0006880808,0.0001211468,0.0003622606,0.0001394265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002211628,0.0001525781,0.9045377,0.000139776,0.0001116762,0.0004271818,0.00007533336,0.001036915,0.01152611,0.00006138165,0.0001524224,0.07956722],"study_design_scores_gemma":[0.0001943859,0.004993906,0.9595985,0.00007872916,0.0002843093,0.008027117,0.0001114828,0.004896776,0.01877424,0.00009469021,0.002920941,0.00002484466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928803,0.005690842,0.000796022,0.00007718118,0.00001037982,0.00001738683,0.00002268783,0.000009646952,0.0004956193],"genre_scores_gemma":[0.9991333,0.0003075519,0.000447938,0.00001952274,0.00001808319,0.000003060235,0.00002390232,0.000001615626,0.00004496262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001660131,"threshold_uncertainty_score":0.008779764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417008149045111,"score_gpt":0.2389701623934343,"score_spread":0.1972693474889232,"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."}}