{"id":"W4390970602","doi":"10.1109/biocas58349.2023.10388788","title":"A Highly Integrated Low-Intensity Pulsed Ultrasound Generation System for Biomedical Therapeutic Applications.","year":2023,"lang":"en","type":"article","venue":"","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pulse-width modulation; Transducer; Computer science; Low-intensity pulsed ultrasound; Therapeutic ultrasound; Pulse generator; Controller (irrigation); Chip; Electrical engineering; Voltage; Electronic engineering; Range (aeronautics); Physics; Engineering; Ultrasound; Acoustics; Telecommunications","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":[0.0002062655,0.0002757309,0.0001850344,0.0002346452,0.0001677927,0.0003558633,0.0004932325,0.0003550011,0.00295493],"category_scores_gemma":[0.000206439,0.0001579078,0.0001584607,0.0002575328,0.0001477136,0.0003877891,0.000315173,0.000364605,0.00130076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977441,"about_ca_system_score_gemma":0.000273894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002364956,"about_ca_topic_score_gemma":0.000370112,"domain_scores_codex":[0.9998331,0.0000167964,0.000007054653,0.00003616185,0.00009336743,0.00001351112],"domain_scores_gemma":[0.9999019,0.0000160894,0.00001870982,0.000009181885,0.00004057707,0.00001358633],"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":[0.0001082835,0.00002741134,0.0003506945,0.000256612,0.00001859228,0.000090392,0.00005944243,0.0005212934,0.9203677,0.00165137,0.002339532,0.07420875],"study_design_scores_gemma":[0.00004264819,0.0005642415,0.002735119,0.00002883418,0.0000750738,0.00118492,0.00003773051,0.02481103,0.9036953,0.000631435,0.06616076,0.00003283515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2140365,0.009264534,0.7348076,0.0008888645,0.0009294503,0.0004768274,0.000806049,0.00606527,0.03272489],"genre_scores_gemma":[0.7150923,0.001958993,0.2552571,0.0006355683,0.000136422,0.0002287771,0.000693347,0.0001473847,0.02585018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00295493,"threshold_uncertainty_score":0.009885252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763314541870934,"score_gpt":0.2296350239208242,"score_spread":0.2120018785021149,"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."}}