{"id":"W4212811574","doi":"10.1109/tuffc.2022.3152174","title":"Fabrication and Characterization of a 5 mm × 5 mm Aluminum Lens-Based Histotripsy Transducer","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"Materials science; Parylene; Ablation; Transducer; Lens (geology); Optics; Fabrication; Biomedical engineering; Acoustics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001582828,0.000212488,0.0002715,0.0002733236,0.0003398751,0.00002818987,0.0001198917,0.00009019257,0.0001106279],"category_scores_gemma":[0.000005649241,0.0002407194,0.00008671166,0.000531776,0.00005961728,0.0001310644,3.329947e-7,0.0003685568,0.00000168202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138826,"about_ca_system_score_gemma":0.00006969544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004126371,"about_ca_topic_score_gemma":0.00002206877,"domain_scores_codex":[0.9988297,0.00005803063,0.0003501281,0.0002793818,0.0002266103,0.0002561882],"domain_scores_gemma":[0.999358,0.0001687635,0.00007966339,0.0002274025,0.00008468446,0.00008146981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006147545,0.0002617527,0.0001345068,0.00006235528,0.0001067541,0.000001177401,0.0004030508,0.01112755,0.9370951,0.000716216,0.00001600102,0.05001406],"study_design_scores_gemma":[0.008846529,0.001751143,0.007056939,0.00005715242,0.001044962,0.0001277194,0.0002124587,0.8553697,0.1112183,0.001209263,0.01120395,0.00190177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3674566,0.0005999893,0.6300741,0.0002765477,0.0002148791,0.0005348723,0.000466486,0.000162453,0.0002140775],"genre_scores_gemma":[0.9984173,0.0006141972,0.0002585517,0.0001875436,0.00002345026,0.0003618279,0.00004956398,0.00004696129,0.0000406646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8442422,"threshold_uncertainty_score":0.981625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008816466294230921,"score_gpt":0.1897848541518181,"score_spread":0.1809683878575872,"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."}}