{"id":"W2047047001","doi":"10.1142/s0218126607004064","title":"TOWARD A MINIATURIZED GENERATION OF ULTRASONIC-BASED DEVICES","year":2007,"lang":"en","type":"article","venue":"Journal of Circuits Systems and Computers","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Computer science; Beamforming; Computer hardware; Digital signal processing; Software portability; Field-programmable gate array; Ultrasonic sensor; Signal processing; Embedded system; Electronic engineering; Engineering; Telecommunications; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004453112,0.0005102932,0.0005337546,0.0005391591,0.0001353089,0.0008067837,0.001083499,0.0006252799,0.003283152],"category_scores_gemma":[0.0009208693,0.0003931648,0.0002797881,0.0003456883,0.0003328101,0.0008591106,0.0006221721,0.0006728159,0.0011504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750784,"about_ca_system_score_gemma":0.0002951096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515807,"about_ca_topic_score_gemma":0.000199661,"domain_scores_codex":[0.9996213,0.00005924197,0.00001960379,0.00008932288,0.0001794179,0.00003104908],"domain_scores_gemma":[0.9995731,0.0001080542,0.00004549893,0.00005575177,0.0001825351,0.00003506576],"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":[0.0002059475,0.0001069517,0.0007910472,0.0008870067,0.00008062481,0.0003370207,0.0002743763,0.005838493,0.7260191,0.0398997,0.008399356,0.2171604],"study_design_scores_gemma":[0.0001552476,0.002234359,0.004270565,0.0002853873,0.0002395952,0.002379012,0.0001383749,0.0761873,0.4325083,0.008275805,0.4731875,0.0001385911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05748698,0.008795369,0.9127672,0.0009142123,0.000778913,0.0003211013,0.0002919654,0.002283635,0.01636065],"genre_scores_gemma":[0.1818877,0.003786792,0.8032175,0.0005547954,0.0003314332,0.0003294559,0.0003192159,0.0001656999,0.009407352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003283152,"threshold_uncertainty_score":0.01098323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844290150558824,"score_gpt":0.2567381991876506,"score_spread":0.2282952976820624,"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."}}