{"id":"W2518225443","doi":"10.1109/jtehm.2016.2581811","title":"Image-Guided High Intensity Focused Ultrasound System for Large Animal Nerve Ablation Studies","year":2016,"lang":"en","type":"article","venue":"IEEE Journal of Translational Engineering in Health and Medicine","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; Muscular Dystrophy Canada; University of Toronto; University Health Network; Toronto Metropolitan University","funders":"Mylan","keywords":"Medicine; Ablation; Ultrasound; Ultrasound energy; Biomedical engineering; Imaging phantom; High-intensity focused ultrasound; Radiofrequency ablation; Radiology","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":[0.0005846047,0.0001284502,0.0003841893,0.0001922382,0.0000517154,0.000005306078,0.00005590063,0.00005037705,0.000003450641],"category_scores_gemma":[0.0001434377,0.00008788981,0.00004331227,0.0001175699,0.00002610963,0.0001546926,0.000001351966,0.0001159217,4.80636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000111888,"about_ca_system_score_gemma":0.00004965509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009104051,"about_ca_topic_score_gemma":0.000007550635,"domain_scores_codex":[0.9988673,0.00001238682,0.000651217,0.00009067242,0.0001637235,0.000214722],"domain_scores_gemma":[0.9988742,0.000611604,0.0001021928,0.00006123424,0.0001941795,0.0001565818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001305927,0.0002461544,0.01200343,0.01530072,0.001310186,0.00004735872,0.01256461,0.09044065,0.8053779,0.03493086,0.009864657,0.01660757],"study_design_scores_gemma":[0.1294135,0.01039796,0.3143865,0.04203881,0.001069803,0.006831494,0.0060919,0.3759671,0.02799593,0.01041681,0.07104102,0.004349294],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.703727,0.005984885,0.2840431,0.004871605,0.000849512,0.0003780845,0.00004318183,0.00008636119,0.00001629683],"genre_scores_gemma":[0.9921718,0.0007851592,0.006334765,0.00004678294,0.0006143816,0.00001476822,0.000005658355,0.00002114094,0.000005521757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.777382,"threshold_uncertainty_score":0.3584042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975010670319745,"score_gpt":0.2894064478377613,"score_spread":0.2596563411345639,"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."}}