{"id":"W2058192271","doi":"10.1121/1.4782043","title":"Focused ultrasound surgery monitoring using local harmonic motion imaging","year":2007,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Transducer; Ultrasound; Harmonic; Amplitude; Materials science; Biomedical engineering; Acoustics; Lesion; Simple harmonic motion; Ultrasonic sensor; Optics; Physics; Nuclear magnetic resonance; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000345844,0.0002867032,0.0001762215,0.0003612514,0.0001037484,0.0001963501,0.0003128308,0.0003556915,0.0008988797],"category_scores_gemma":[0.0008598643,0.0001664087,0.0001538321,0.0001401774,0.000322113,0.0004032093,0.000267271,0.0002142186,0.0002178113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105479,"about_ca_system_score_gemma":0.000165478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003529586,"about_ca_topic_score_gemma":0.0005083643,"domain_scores_codex":[0.9997665,0.00004931581,0.000007881256,0.00005285105,0.0001017916,0.00002167049],"domain_scores_gemma":[0.9997459,0.0001037671,0.00007397297,0.0000192305,0.00004019037,0.00001695007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001274185,0.00001791992,0.001077037,0.00006402996,0.000007027003,0.00007431864,0.00003765542,0.0003088915,0.9756918,0.0001016811,0.00004708256,0.02244524],"study_design_scores_gemma":[0.00003088879,0.0018889,0.01716994,0.00002599076,0.00007831476,0.001849799,0.00005807052,0.009795641,0.9668961,0.0001558711,0.002019562,0.00003094493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8616779,0.005141438,0.1306086,0.0001738868,0.00005297668,0.0000757142,0.00004330776,0.0002548987,0.001971229],"genre_scores_gemma":[0.9653585,0.001273816,0.03217858,0.00006394713,0.00004452188,0.00003957189,0.00004970073,0.00001570961,0.0009756527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008988797,"threshold_uncertainty_score":0.003006995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602471381663503,"score_gpt":0.2394701176120888,"score_spread":0.2234454037954537,"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."}}