{"id":"W2895620982","doi":"10.1117/12.2293770","title":"Simulation of high intensity focused ultrasound ablation to enable ultrasound thermal monitoring","year":2018,"lang":"en","type":"article","venue":"","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"High-intensity focused ultrasound; Ultrasound; Ablation; Thermal ablation; Intensity (physics); Computer science; Materials science; Radiology; Aerospace engineering; Engineering; Medicine; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000189147,0.0004938607,0.0006696009,0.0003464446,0.0004718301,0.0008718149,0.0008265096,0.002162237,0.002806457],"category_scores_gemma":[0.0009783086,0.0003801879,0.0008958119,0.0004402914,0.0007796253,0.0005324637,0.0006660479,0.0006391254,0.0003011522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007020543,"about_ca_system_score_gemma":0.001104334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01554711,"about_ca_topic_score_gemma":0.006045428,"domain_scores_codex":[0.9998512,0.00003646894,0.000006497055,0.00002787034,0.00004028952,0.00003752582],"domain_scores_gemma":[0.9996594,0.0001891795,0.00004318935,0.00001783315,0.00005881094,0.00003151774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001489842,0.00001588991,0.0003671884,0.0000171382,0.000006330168,0.00005401119,0.00002164499,0.9963908,0.001172473,0.001317248,0.0001258072,0.000496574],"study_design_scores_gemma":[0.000004476914,0.000006494884,0.000107014,0.000002065965,0.000001884924,0.000008467339,0.000008032334,0.999272,0.0001726648,0.0002303041,0.0001841894,0.000002386706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5726256,0.001077493,0.3653026,0.001392683,0.000233442,0.0002077319,0.001235265,0.0006221721,0.05730296],"genre_scores_gemma":[0.9687091,0.000403616,0.02041893,0.0001599358,0.00002193921,0.0002387149,0.0004311627,0.0000847444,0.009531922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554711,"threshold_uncertainty_score":0.03091323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511739853661311,"score_gpt":0.2355151526169845,"score_spread":0.2203977540803713,"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."}}