{"id":"W2019200052","doi":"10.1016/j.ultrasmedbio.2006.06.005","title":"The use of a segmented transducer for rib sparing in HIFU treatments","year":2006,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Engineering and Physical Sciences Research Council","keywords":"Transducer; Materials science; Beam (structure); Acoustics; Ultrasound; Rib cage; Sound power; Attenuation; High-intensity focused ultrasound; Ultrasonic sensor; Biomedical engineering; Optics; Medicine; 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":[0.0003694406,0.0003226665,0.0003156096,0.0003027874,0.0002914929,0.0005685531,0.0005379687,0.001039693,0.001565824],"category_scores_gemma":[0.001408196,0.0004280801,0.0003309696,0.00023028,0.0004331023,0.000671552,0.000514176,0.0004929331,0.0005756667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304848,"about_ca_system_score_gemma":0.0006861305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093545,"about_ca_topic_score_gemma":0.002224368,"domain_scores_codex":[0.9997544,0.00005835748,0.0000115521,0.00004907837,0.00009753514,0.00002911266],"domain_scores_gemma":[0.9996353,0.0001834376,0.00004179788,0.00003663241,0.00006775083,0.00003497016],"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":[0.0003269645,0.00002569094,0.000848553,0.0001285503,0.00002181329,0.0001876506,0.0001697699,0.002250412,0.9350122,0.0008485421,0.0004203754,0.05975946],"study_design_scores_gemma":[0.00007079177,0.001897234,0.0136656,0.0001147625,0.0002886254,0.005997649,0.000200394,0.06161611,0.8894823,0.001181372,0.02537083,0.0001142551],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3015636,0.006272421,0.6785188,0.001359693,0.000403306,0.0002254519,0.0002622593,0.001414318,0.009980315],"genre_scores_gemma":[0.6764228,0.001685686,0.3157828,0.0006374348,0.0001524967,0.00007969827,0.0002282585,0.0002686576,0.004742207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001565824,"threshold_uncertainty_score":0.005238175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265268997927011,"score_gpt":0.2642340033629488,"score_spread":0.2315813133836787,"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."}}