{"id":"W2079581264","doi":"10.4028/www.scientific.net/kem.321-323.1133","title":"Ultrasonic Characterization of Thermal Distribution in Vicinity for a Cylindrical Thermal Lesion in a Biological Tissue","year":2006,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Materials science; Bioheat transfer; Ultrasonic sensor; Thermal; Echogenicity; Biomedical engineering; Ultrasound; Heat transfer; Composite material; Attenuation; Acoustics; Mechanics; Optics; Thermodynamics","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":[0.0002299722,0.0001697442,0.000172317,0.0002894944,0.0001279228,0.0001943269,0.0001422303,0.0003480704,0.0005119104],"category_scores_gemma":[0.0007558463,0.0001504833,0.00007728836,0.0001532666,0.0003763142,0.000260727,0.0001271042,0.000143472,0.000140188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320986,"about_ca_system_score_gemma":0.00009607007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998943,"about_ca_topic_score_gemma":0.0002597859,"domain_scores_codex":[0.9998695,0.00002433376,0.000005587357,0.00003445797,0.00005257627,0.00001357698],"domain_scores_gemma":[0.9996239,0.0001416228,0.0001057834,0.0000292592,0.00007055441,0.00002879344],"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":[0.00008131889,0.000005917523,0.0006015353,0.00001888486,0.000001486348,0.00008667619,0.00005683952,0.0005374016,0.9968629,0.00004995942,0.00001080848,0.001686352],"study_design_scores_gemma":[0.00001222383,0.0007988054,0.02181539,0.00001078356,0.00002326977,0.001663028,0.0002326149,0.0114052,0.9629357,0.0001183424,0.0009607776,0.00002383282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737004,0.00037751,0.02523109,0.00002708103,0.00000501583,0.00001379121,0.00002136246,0.00005293371,0.0005709747],"genre_scores_gemma":[0.9932922,0.0001144303,0.006028003,0.00001087593,0.00000337098,0.0000149826,0.00002870555,0.00001112313,0.0004963463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005119104,"threshold_uncertainty_score":0.001712501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149679422721195,"score_gpt":0.2360494323606333,"score_spread":0.2245526381334214,"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."}}