{"id":"W2017614026","doi":"10.1118/1.4883777","title":"Simulation study of the effects of near- and far-field heating during focused ultrasound uterine fibroid ablation using an electronically focused phased array: A theoretical analysis of patient safety","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Uterine fibroids; Phased array; Ultrasound; Transducer; Materials science; Biomedical engineering; Imaging phantom; Ultrasonic sensor; Ablation; Radiology; Acoustics; Medicine; Surgery; Antenna (radio); Physics; Electrical engineering; Engineering","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":[0.0001581778,0.0001204356,0.0003456265,0.00003836258,0.00008410414,0.00001027703,0.0001144964,0.00007132518,0.00001558888],"category_scores_gemma":[0.000417411,0.00009328291,0.00008519272,0.0004556385,0.0001140559,0.00006298145,0.00001353358,0.0001503524,6.683123e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243562,"about_ca_system_score_gemma":0.00002208587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003760269,"about_ca_topic_score_gemma":0.00002637663,"domain_scores_codex":[0.9988167,0.0001059121,0.0004107402,0.0001520392,0.0003707665,0.0001438963],"domain_scores_gemma":[0.9980776,0.001385632,0.0001219279,0.0002891617,0.00005798766,0.00006765596],"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":[0.00008433329,0.0008695953,0.01185952,0.0002732319,0.000573286,1.480034e-7,0.003061561,0.2694447,0.6949995,0.001208244,1.198643e-7,0.01762572],"study_design_scores_gemma":[0.001796986,0.0007877963,0.03138721,0.0001070441,0.0007824394,5.927362e-7,0.00006871981,0.723261,0.240186,0.001418308,0.000007845671,0.0001960714],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7991844,0.00001467876,0.2004812,0.000008758622,0.00001840106,0.0002400563,0.000003317818,0.00002268588,0.00002646913],"genre_scores_gemma":[0.9995722,0.000004545106,0.0003426689,0.00001143353,0.00003763035,0.000007689315,0.000006436074,0.0000172084,2.348055e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4548136,"threshold_uncertainty_score":0.3803967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004771333715957945,"score_gpt":0.2380387856980645,"score_spread":0.2332674519821065,"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."}}