{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352456,0.0007651059,0.0005581154,0.001365222,0.0002266871,0.0005895711,0.0007040154,0.001039361,0.003222573],"category_scores_gemma":[0.0003789822,0.000353093,0.0003908717,0.0009571161,0.0003606435,0.001008928,0.000386334,0.0009142869,0.003568235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826943,"about_ca_system_score_gemma":0.0004950456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004550115,"about_ca_topic_score_gemma":0.0007356258,"domain_scores_codex":[0.9998189,0.00001792576,0.00001386292,0.00003740898,0.00009896408,0.0000131247],"domain_scores_gemma":[0.9998234,0.00006964664,0.00003253311,0.000009023948,0.00005553471,0.000009848852],"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":[0.00002869093,0.00006312891,0.0001626036,0.005563611,0.00002391364,0.0002547456,0.00005641586,0.0006579822,0.06290556,0.006944499,0.006711975,0.9166269],"study_design_scores_gemma":[0.00001189716,0.0002023978,0.0008251906,0.000921314,0.00005392261,0.002541042,0.00004574249,0.0007855303,0.03052769,0.002328315,0.9617239,0.00003297235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002512227,0.9641097,0.01893365,0.000462148,0.0005121184,0.00005510298,0.00005182245,0.0001129276,0.01325037],"genre_scores_gemma":[0.01160354,0.9667809,0.0105166,0.0003490785,0.0002968534,0.00007564462,0.0001050049,0.0000150399,0.01025745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003222573,"threshold_uncertainty_score":0.01078063,"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."}}