{"id":"W2082063830","doi":"10.1121/1.2942993","title":"Cavitation-enhanced ultrasound heating in vivo: Mechanisms and implications in MR-guided high-intensity focused ultrasound therapy","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":"Cavitation; High-intensity focused ultrasound; Ultrasound; Focused ultrasound; Thermal ablation; In vivo; Therapeutic ultrasound; Biomedical engineering; Materials science; Ablation; Magnetic resonance imaging; Radiology; Medicine; Acoustics","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":[0.000863584,0.0004424485,0.0003543051,0.0003791914,0.0003423622,0.0006079337,0.0006802907,0.001270745,0.00123059],"category_scores_gemma":[0.0007245678,0.0002971366,0.0002313615,0.0001297207,0.001416843,0.0009247568,0.000260112,0.0006270622,0.0002624459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621138,"about_ca_system_score_gemma":0.0001776072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000502284,"about_ca_topic_score_gemma":0.0002624837,"domain_scores_codex":[0.9997775,0.00009585988,0.000008293248,0.00003370317,0.00004049506,0.00004411803],"domain_scores_gemma":[0.9995368,0.0002433508,0.0001044475,0.00003603228,0.00003956817,0.00003982979],"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":[0.000430158,0.0001425458,0.0008757874,0.0003701309,0.00001352064,0.0003713761,0.0001619136,0.001068562,0.9794499,0.003476755,0.0002562804,0.01338318],"study_design_scores_gemma":[0.00008128985,0.001586437,0.01085533,0.00007421309,0.00004733395,0.00197259,0.0001624496,0.01046491,0.9644964,0.00340164,0.006807069,0.00005028865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7276573,0.1411987,0.1128169,0.004327171,0.0002481779,0.000276779,0.0001153463,0.0008349778,0.01252473],"genre_scores_gemma":[0.9770445,0.01076582,0.009386534,0.0004411582,0.0001160291,0.0001008086,0.00004146791,0.00002444939,0.002079287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001270745,"threshold_uncertainty_score":0.004567087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148713093379617,"score_gpt":0.2454862910245732,"score_spread":0.2339991600907771,"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."}}