{"id":"W2154162832","doi":"10.1109/tbme.2009.2033465","title":"Local Harmonic Motion Monitoring of Focused Ultrasound Surgery—A Simulation Model","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Thunder Bay Regional Research Institute","funders":"National Cancer Institute","keywords":"Acoustics; Ultrasound; Acoustic radiation force; Ultrasonic sensor; Harmonic; Vibration; Biomedical engineering; Impulse (physics); Pulse (music); Sonication; Therapeutic ultrasound; Materials science; Physics; Computer science; Optics; Engineering; Classical mechanics","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":[0.000166582,0.0001877826,0.0003110308,0.0005474692,0.00006208344,0.00001213243,0.00005551558,0.0001442971,0.00001782032],"category_scores_gemma":[0.00003578228,0.000182082,0.0002444289,0.0006081432,0.00007331906,0.0001214982,2.895864e-7,0.0003455188,0.000006717784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009143545,"about_ca_system_score_gemma":0.00004758186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008891499,"about_ca_topic_score_gemma":1.149128e-7,"domain_scores_codex":[0.9986628,0.00001175481,0.0003772514,0.000232005,0.0004242424,0.0002919651],"domain_scores_gemma":[0.999146,0.0003023348,0.00004849928,0.000209561,0.00006637961,0.0002271958],"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":[0.00007811361,0.0003658969,0.00007895561,0.00005659077,0.00006045414,0.000002355547,0.000106649,0.7939872,0.1389616,0.000003861214,0.00001128981,0.06628699],"study_design_scores_gemma":[0.0008914016,0.0002867713,0.0034953,0.0003662972,0.000148583,0.00003691733,0.00003453396,0.9139623,0.08031106,0.00003189096,0.0001959822,0.000238983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2437625,0.00004574266,0.7554235,0.0001411148,0.0003218428,0.00009554681,0.00000811461,0.0001868931,0.00001476658],"genre_scores_gemma":[0.9906215,0.00007071894,0.00912674,0.00003634662,0.00007936966,0.000007524616,0.000008679408,0.00002538386,0.0000237115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7468591,"threshold_uncertainty_score":0.7425087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709696154289296,"score_gpt":0.2499246778535173,"score_spread":0.2328277163106243,"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."}}