{"id":"W2313442341","doi":"10.4236/jcc.2014.213002","title":"Ultrasound Driving Application of a Universal Waveform Generator Derived from Displaying Driving System","year":2014,"lang":"en","type":"article","venue":"Journal of Computer and Communications","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Waveform; Integrator; Transducer; Ultrasound; Generator (circuit theory); Pulse generator; Signal generator; Computer science; Driver circuit; Arbitrary waveform generator; Pulse-width modulation; Power (physics); Acoustics; Electrical engineering; Voltage; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002372424,0.00008992253,0.0002737177,0.0001467842,0.0001688353,0.00003533904,0.0002554804,0.00003893319,0.000001432477],"category_scores_gemma":[0.00002523512,0.00007596673,0.0001054014,0.0001418376,0.0001068518,0.0001402807,0.00007642675,0.0002120667,8.608449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003878784,"about_ca_system_score_gemma":0.00003606744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004804775,"about_ca_topic_score_gemma":0.00001180597,"domain_scores_codex":[0.9992105,0.0000855216,0.0003846265,0.00008164473,0.000143046,0.00009466263],"domain_scores_gemma":[0.9983981,0.000437982,0.0003430594,0.0004994603,0.0002141705,0.0001071823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006325312,0.0004396498,0.6038898,0.0001712547,0.0007249361,0.000001537026,0.004708558,0.0002339797,0.3322658,0.005472778,0.0002272523,0.05180118],"study_design_scores_gemma":[0.003051287,0.0005251959,0.8391469,0.001808468,0.0008617332,0.001162107,0.00259782,0.1356225,0.002336412,0.0004803858,0.01204576,0.000361436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5693251,0.0002658511,0.4298205,0.0002216111,0.00005556831,0.00004829107,0.000001629572,0.00001344805,0.0002479159],"genre_scores_gemma":[0.8965407,0.0001682119,0.1030541,0.00005383255,0.000158063,0.000001469677,0.00001132738,0.000009347174,0.00000288028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299294,"threshold_uncertainty_score":0.3097833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007792201611700018,"score_gpt":0.2317766280609163,"score_spread":0.2239844264492163,"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."}}