{"id":"W2093666865","doi":"10.1109/tbcas.2015.2406119","title":"Class-DE Ultrasound Transducer Driver for HIFU Therapy","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Circuits and Systems","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Amplifier; Transducer; CMOS; Imaging phantom; Electronic engineering; Ultrasonic sensor; RF power amplifier; Electrical engineering; Computer science; Acoustics; Engineering; Physics","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":[0.0001173152,0.000349978,0.0001792017,0.0001277376,0.0001823388,0.0004742583,0.0008706316,0.0005155649,0.006087277],"category_scores_gemma":[0.0003674907,0.0002297081,0.000175726,0.0001142212,0.0001267472,0.0006129403,0.0003769387,0.0003877841,0.002615614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837044,"about_ca_system_score_gemma":0.0003028377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030973,"about_ca_topic_score_gemma":0.0008368005,"domain_scores_codex":[0.9997469,0.00001580827,0.00001231857,0.00007082115,0.0001233949,0.00003084855],"domain_scores_gemma":[0.9998323,0.00003355127,0.000036977,0.00001580336,0.0000670443,0.00001425959],"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":[0.00008273275,0.00002961196,0.0003388857,0.0001003965,0.00001345587,0.00008603082,0.00007744823,0.0004638072,0.9569184,0.002110511,0.002024252,0.03775445],"study_design_scores_gemma":[0.000026583,0.0003734784,0.001412108,0.00002394336,0.00003719765,0.00146376,0.0000426629,0.01898185,0.90785,0.0004016538,0.06936161,0.0000251629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1533634,0.001109055,0.7977325,0.0008294864,0.0005606133,0.0003303704,0.0005686248,0.004934479,0.0405715],"genre_scores_gemma":[0.7960808,0.0007880891,0.159068,0.0007742894,0.0001949692,0.0002231101,0.0004049371,0.0003824111,0.04208351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006087277,"threshold_uncertainty_score":0.02036399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726937613843424,"score_gpt":0.2483206626740038,"score_spread":0.2110512865355696,"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."}}