{"id":"W2115549272","doi":"10.3390/s110100539","title":"Driving Circuitry for Focused Ultrasound Noninvasive Surgery and Drug Delivery Applications","year":2011,"lang":"en","type":"review","venue":"Sensors","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institutes of Health","keywords":"Phased array; Ultrasound; Microwave; Computer science; High-intensity focused ultrasound; Focused ultrasound; Antenna (radio); Electronic engineering; Therapeutic ultrasound; Systems engineering; Beamforming; Biomedical engineering; Medical physics; Engineering; Medicine; Telecommunications; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002669446,0.0005414045,0.001536312,0.0002935391,0.0001024389,0.00006526691,0.0002225494,0.0003403778,0.00001086616],"category_scores_gemma":[0.0000314567,0.0005486231,0.0005208276,0.0002377043,0.00006330162,0.00007869607,0.00001528385,0.0003154544,0.00006587101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119332,"about_ca_system_score_gemma":0.0001106001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003382367,"about_ca_topic_score_gemma":0.00007393194,"domain_scores_codex":[0.998159,0.00007467216,0.0006814803,0.000468989,0.0001216065,0.0004942597],"domain_scores_gemma":[0.9970394,0.002090651,0.0001062988,0.0005255321,0.00006256586,0.0001755363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001047219,0.00002366378,0.00004524893,0.06037472,0.0007932248,0.0000099755,0.0008167161,0.00003285239,0.00001033296,0.0002426695,0.002494065,0.9351555],"study_design_scores_gemma":[0.00008003515,0.000003761508,0.0000046907,0.005946021,0.0005402286,0.00007544902,0.00005390633,0.00002761458,0.00002902755,0.00002661533,0.9925563,0.0006563038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005242951,0.991783,0.003722421,0.000001519671,0.0006454957,0.001950238,0.0002289325,0.0004461511,0.0006980017],"genre_scores_gemma":[0.001936757,0.9959107,0.0001823123,0.000003578828,0.0003660784,0.001044741,0.0001398312,0.0002611617,0.0001548345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900623,"threshold_uncertainty_score":0.9996966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192599179504359,"score_gpt":0.238993029817386,"score_spread":0.2070670380223424,"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."}}