{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008131582,0.000749042,0.0003955256,0.000587021,0.0002094501,0.00048686,0.0009670293,0.0009054017,0.001315568],"category_scores_gemma":[0.0008934104,0.0004475893,0.0003895693,0.0004006114,0.0004322401,0.00054252,0.0003798452,0.0004278626,0.0004743467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956937,"about_ca_system_score_gemma":0.0007767025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000462902,"about_ca_topic_score_gemma":0.0005809064,"domain_scores_codex":[0.9997283,0.00004797471,0.00001613385,0.00005099415,0.0001338175,0.00002288065],"domain_scores_gemma":[0.9995499,0.0001150222,0.0001113516,0.00006810658,0.0001032808,0.00005224801],"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":[0.0001147035,0.00008132739,0.0004734987,0.0002756249,0.0000216882,0.0002832642,0.0001027545,0.009998243,0.9716774,0.001751133,0.000910963,0.01430961],"study_design_scores_gemma":[0.00004274089,0.0008885089,0.002454121,0.00005575351,0.00008923169,0.002525653,0.00004200601,0.06253484,0.8921997,0.0009252133,0.03810665,0.0001355186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1128116,0.002566433,0.8774469,0.0005409885,0.0001862362,0.0007600468,0.001059176,0.001793327,0.002835243],"genre_scores_gemma":[0.3060791,0.00279009,0.6840218,0.0003069774,0.00003631627,0.002007732,0.001144756,0.000287162,0.00332593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001315568,"threshold_uncertainty_score":0.004401028,"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."}}