{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966512,0.000121267,0.0004434567,0.0002647078,0.00007683883,0.0000140763,0.0001336419,0.000179227,0.00002091055],"category_scores_gemma":[0.002449335,0.00009575955,0.0001546733,0.000288947,0.00009225752,0.0000922225,0.000004892141,0.0001764629,0.000001633883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753724,"about_ca_system_score_gemma":0.001388168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008858134,"about_ca_topic_score_gemma":0.004270293,"domain_scores_codex":[0.9982147,0.000281697,0.0007347614,0.0001153926,0.0003337483,0.0003196924],"domain_scores_gemma":[0.9976441,0.0004112232,0.0008471708,0.0001569735,0.0006262982,0.0003142668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006159861,0.00002417794,0.9796843,0.00001083813,0.0001161067,0.00002655795,0.0008780331,0.00001410952,0.01613827,0.000389685,0.0003055173,0.002350825],"study_design_scores_gemma":[0.005887603,0.001001325,0.8661209,0.0001890863,0.0003113245,0.0002768505,0.002545682,0.002988883,0.1123265,0.003394413,0.004684915,0.0002725462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915662,0.004793478,0.00008229622,0.0003926729,0.0001649815,0.000304628,0.00002550779,0.000004380284,0.002665829],"genre_scores_gemma":[0.9990624,0.0004292033,0.000229993,0.00001948602,0.00009638898,0.000006740915,0.00002746419,0.00001142287,0.0001169369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135634,"threshold_uncertainty_score":0.9977419,"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."}}