{"id":"W3212103830","doi":"10.1109/ius52206.2021.9593304","title":"A 10 mm Aperature 8-Element Annular Array Histotripsy Transducer","year":2021,"lang":"en","type":"article","venue":"","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Transducer; Imaging phantom; Biomedical engineering; Ablation; Optics; 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":[0.0008105855,0.0003900587,0.0004271328,0.0001950444,0.0001132606,0.0003859788,0.0007083109,0.0008311516,0.002275543],"category_scores_gemma":[0.0008810695,0.0004068125,0.0001620922,0.0001419191,0.0003003608,0.0003323634,0.0003320137,0.0003686796,0.0009393001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846039,"about_ca_system_score_gemma":0.0003920874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002586239,"about_ca_topic_score_gemma":0.000412102,"domain_scores_codex":[0.9994874,0.00006358655,0.00004442284,0.000140371,0.0002024577,0.00006169717],"domain_scores_gemma":[0.9992015,0.0002949998,0.0001409277,0.00008675516,0.0001862781,0.00008954928],"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":[0.00004936972,0.00001571927,0.000170574,0.0000421793,0.000004168287,0.0001057772,0.00003126796,0.0001669328,0.9948689,0.0001271923,0.000114424,0.004303544],"study_design_scores_gemma":[0.00005933521,0.001388863,0.006871179,0.00001993692,0.00006638545,0.001960976,0.00006340201,0.006339845,0.9720804,0.0001170506,0.01098879,0.00004382562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4592645,0.001535504,0.5314029,0.0004271463,0.0004457629,0.000502989,0.0005092163,0.001439818,0.004472232],"genre_scores_gemma":[0.5708,0.0006377266,0.4196754,0.000318368,0.00006636427,0.0004866489,0.0002804754,0.0000851507,0.007649989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002275543,"threshold_uncertainty_score":0.007612467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007639733055620869,"score_gpt":0.2345671918738161,"score_spread":0.2269274588181952,"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."}}