{"id":"W4232802477","doi":"10.1109/ultsym.2017.8092405","title":"A low-cost 10 mm diameter histotripsy transducer for tissue ablation guided by a co-registered high-frequency endoscopic phased array","year":2017,"lang":"en","type":"article","venue":"2017 IEEE International Ultrasonics Symposium (IUS)","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Transducer; Materials science; Hydrophone; Parylene; Phased array; Ablation; Biomedical engineering; Insertion loss; Acoustics; Optics; Optoelectronics; Electrical engineering; Physics; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002984143,0.0005423278,0.00051031,0.0001897606,0.0003953167,0.0005068316,0.001481237,0.0003686459,0.0004753853],"category_scores_gemma":[0.0001774771,0.0006010093,0.0002374392,0.00006156436,0.0001677698,0.0008934776,0.00001188707,0.0003474482,0.0002383101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006826317,"about_ca_system_score_gemma":0.00008702048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651647,"about_ca_topic_score_gemma":0.0001362403,"domain_scores_codex":[0.9972456,0.00004283368,0.0007950501,0.0006761336,0.0005810919,0.0006592565],"domain_scores_gemma":[0.9975758,0.0002899359,0.0004351831,0.001155759,0.0003216505,0.0002216752],"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":[0.00008577151,0.0001502293,0.0003828916,0.0001093081,0.0003046183,0.000008701112,0.0002506255,0.005149487,0.9306685,0.0003272686,0.06132695,0.001235693],"study_design_scores_gemma":[0.007272291,0.0001692054,0.001039898,0.0004902266,0.0001965239,0.00004519712,0.00001269917,0.01807891,0.8244864,0.0005925506,0.1462476,0.001368544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.189912,0.0005412233,0.7286484,0.002619191,0.0167756,0.003573186,0.003883411,0.0009683807,0.05307862],"genre_scores_gemma":[0.9866758,0.0002565347,0.005630421,0.0001140883,0.0008358532,0.0006065613,0.0009845844,0.0001732827,0.004722865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7967638,"threshold_uncertainty_score":0.9996441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029344715890257,"score_gpt":0.2985540215404747,"score_spread":0.2692093056502177,"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."}}