{"id":"W1523543007","doi":"","title":"Development of prototype phased array ultrasound systems for hyperthermia and targeted drug delivery","year":2005,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; National Institutes of Health; Michigan State University","keywords":"Phased array; Baffle; Hyperthermia; Ultrasound; Materials science; Biomedical engineering; Drug delivery; Thermal ablation; Acoustics; Ablation; Electrical engineering; Antenna (radio); Engineering; Mechanical engineering; Aerospace engineering; Nanotechnology; Medicine; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005980503,0.0003382278,0.0004645112,0.0002256647,0.0001604705,0.0003450724,0.000734246,0.000604179,0.001837138],"category_scores_gemma":[0.001132404,0.0003214013,0.0001943821,0.0001742119,0.0002792868,0.0005975455,0.0002659766,0.0004160247,0.000501993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269907,"about_ca_system_score_gemma":0.0003222973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909943,"about_ca_topic_score_gemma":0.0002113569,"domain_scores_codex":[0.9997438,0.00003874063,0.00001985051,0.0000459301,0.000128237,0.00002337281],"domain_scores_gemma":[0.9996088,0.0001272582,0.00005280358,0.00004697491,0.0001248869,0.00003931745],"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":[0.000189039,0.00009544275,0.0002153093,0.0003155499,0.00001112116,0.0000811099,0.00007490259,0.002384021,0.9548283,0.0008957569,0.0006305028,0.04027886],"study_design_scores_gemma":[0.0002637809,0.004165832,0.002022623,0.00003839687,0.00005833621,0.0007743339,0.00005541591,0.02124307,0.9481609,0.0005288895,0.02263644,0.00005200221],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5186579,0.004322654,0.463247,0.0007887494,0.0006497692,0.001867052,0.0005009223,0.003136664,0.00682928],"genre_scores_gemma":[0.5594697,0.001558099,0.4328889,0.0001795206,0.00007005325,0.001085637,0.0003953989,0.00008077795,0.004271836],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001837138,"threshold_uncertainty_score":0.006145835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009577519555670263,"score_gpt":0.1972649291673431,"score_spread":0.1876874096116729,"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."}}