{"id":"W2980061825","doi":"10.1109/embc.2019.8857646","title":"An Air-Operated Bistatic System for Breast Microwave Radar Imaging: Pre-Clinical Validation","year":2019,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bistatic radar; Microwave imaging; Clutter; Imaging phantom; Radar imaging; Microwave; Radar engineering details; Breast tumor; Breast cancer; Radar; Antenna (radio); Horn antenna; Breast imaging; Acoustics; Computer science; Optics; Physics; Mammography; Dipole antenna; Slot antenna; Telecommunications; Medicine; Cancer","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":[0.0004519832,0.0001990121,0.0003225052,0.0001176073,0.00005296947,0.0001446647,0.0001833929,0.00005737436,0.00009475065],"category_scores_gemma":[0.000008921032,0.0001848917,0.0001413939,0.0001613861,0.00002360549,0.0002475894,0.00001338901,0.0001171319,0.0002438697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008095988,"about_ca_system_score_gemma":0.00002079964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008179584,"about_ca_topic_score_gemma":0.000005630007,"domain_scores_codex":[0.9987176,0.00006917519,0.0004792804,0.0003351038,0.0001101767,0.000288646],"domain_scores_gemma":[0.9992077,0.00007109931,0.0000480279,0.000456773,0.00009850896,0.0001179417],"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":[0.00006779534,0.000123245,0.0174889,0.001145924,0.0004647087,0.000007805639,0.0004396911,0.02813036,0.9134975,0.0002241034,0.01355619,0.02485377],"study_design_scores_gemma":[0.001218634,0.00005348023,0.003823958,0.0001253684,0.0001737953,0.0001054535,0.0004475657,0.9301109,0.06103873,0.00001543179,0.00232856,0.000558147],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993017,0.00006257653,0.2964202,0.0001440086,0.0005379303,0.0003452784,0.00005458486,0.0009100198,0.002223743],"genre_scores_gemma":[0.9909198,0.000003025827,0.007689845,0.00007601955,0.0001048915,0.0000155271,0.0001670872,0.00006136024,0.0009624916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9019805,"threshold_uncertainty_score":0.7539664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008376138854258823,"score_gpt":0.2559755839941651,"score_spread":0.2475994451399063,"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."}}