{"id":"W1974428561","doi":"10.1088/0031-9155/60/5/1879","title":"3D perfused brain phantom for interstitial ultrasound thermal therapy and imaging: design, construction and characterization","year":2015,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imaging phantom; Materials science; Ultrasound; Hyperthermia; Attenuation; Biomedical engineering; Nuclear medicine; Medicine; Radiology; Physics; Optics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131391,0.00008115468,0.0001268993,0.00003199307,0.00002990933,0.00000921226,0.00002431466,0.00003591289,0.000003072418],"category_scores_gemma":[0.00002145258,0.00006292174,0.000005523805,0.00004476833,0.000193075,0.00005847733,0.000004694238,0.00005410651,2.188301e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007513192,"about_ca_system_score_gemma":0.000007260769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125329,"about_ca_topic_score_gemma":0.000002109736,"domain_scores_codex":[0.9996641,0.00002148047,0.00009212483,0.0001121462,0.00001844674,0.00009174159],"domain_scores_gemma":[0.9997024,0.0001769973,0.00001857944,0.00004359226,0.00002215471,0.00003630789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003454525,0.00001032176,0.005443664,0.00001210171,0.00001401646,1.407692e-7,0.001542436,0.00001065147,0.8505916,0.001770634,0.00005294035,0.140517],"study_design_scores_gemma":[0.06371092,0.005396083,0.1062938,0.0006478811,0.0004354088,0.0008930049,0.01359347,0.335303,0.1127206,0.17622,0.1807206,0.004065145],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8577632,0.0005171373,0.1407283,0.0005465231,0.0001082875,0.0001990184,0.0000100644,0.0000327845,0.00009470033],"genre_scores_gemma":[0.9973774,0.000667636,0.00122633,0.0002663031,0.0003410112,0.00003268102,0.0000757513,0.000009783802,0.000003099522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7378709,"threshold_uncertainty_score":0.2565874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560249077609082,"score_gpt":0.3281700628316378,"score_spread":0.1721451550707296,"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."}}