{"id":"W2152038938","doi":"10.1109/iembs.2009.5333347","title":"A heterogeneous breast phantom for microwave breast imaging","year":2009,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Imaging phantom; Microwave imaging; Microwave; Dielectric; Materials science; Elasticity (physics); Biomedical engineering; Penetration depth; Optics; Computer science; Physics; Optoelectronics; Medicine; Telecommunications; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009660854,0.0002161558,0.0002210118,0.0001383547,0.00007557945,0.0001174765,0.0001664028,0.00003376691,0.00007510118],"category_scores_gemma":[0.00000262829,0.0002107954,0.0001946438,0.0001427573,0.00002035642,0.00009430262,0.00001206978,0.00008139179,0.00005870669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005521853,"about_ca_system_score_gemma":0.000007159768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002377882,"about_ca_topic_score_gemma":0.000009959463,"domain_scores_codex":[0.9990104,0.000008969428,0.0002225694,0.0002466682,0.00008764312,0.0004237384],"domain_scores_gemma":[0.9995279,0.0000192988,0.00002093027,0.0002764869,0.00004657995,0.0001087696],"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":[0.00002106252,0.00005857329,0.0006805139,0.00006049011,0.0001602647,0.00003012429,0.0002087947,0.007265423,0.651769,0.00006045659,0.01491518,0.3247701],"study_design_scores_gemma":[0.001778165,0.00005003351,0.003804882,0.000144089,0.000290395,0.009269065,0.0001337587,0.7881495,0.1852607,0.001293301,0.008097596,0.001728465],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2507805,0.001431903,0.7287597,0.003524342,0.0004693743,0.0004032301,0.0002290356,0.002730055,0.01167183],"genre_scores_gemma":[0.9943017,0.00001408617,0.004642562,0.0004381695,0.0001642335,0.000008169126,0.00002690317,0.00003769623,0.000366532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7808841,"threshold_uncertainty_score":0.8595988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004772763440776209,"score_gpt":0.205152164733792,"score_spread":0.2003794012930158,"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."}}