{"id":"W4388447876","doi":"10.1109/imbioc56839.2023.10305143","title":"Microwave Breast Imaging System Characterization: Preliminary Healthy Volunteer Results","year":2023,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microwave imaging; Microwave; Breast cancer; Breast imaging; Characterization (materials science); Medical physics; Biomedical engineering; Permittivity; Mammography; Medical imaging; Medicine; Computer science; Computer vision; Artificial intelligence; Materials science; Cancer; Telecommunications; Optoelectronics; Dielectric; Nanotechnology","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":[0.001282494,0.0004979353,0.0003915797,0.0002871907,0.000338995,0.0002164489,0.0002750503,0.0005384935,0.002671097],"category_scores_gemma":[0.001901505,0.0001269837,0.0001603974,0.000174448,0.0003663172,0.0002172894,0.0003665494,0.0001810792,0.0007873819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013701,"about_ca_system_score_gemma":0.0001227962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005097288,"about_ca_topic_score_gemma":0.000616864,"domain_scores_codex":[0.9995325,0.0002343009,0.00002584023,0.00009500863,0.00007570207,0.00003668818],"domain_scores_gemma":[0.998841,0.0004219542,0.00008173601,0.000150425,0.0004061735,0.00009879498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005201719,0.003011153,0.01389629,0.0004722534,0.0001061422,0.000832602,0.001286101,0.001307882,0.9085076,0.0001707726,0.00150742,0.06369998],"study_design_scores_gemma":[0.0008217177,0.1214755,0.1492916,0.00008626697,0.0005870524,0.008673368,0.001983094,0.0125262,0.6885529,0.0005549536,0.0153162,0.0001312072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624323,0.0005635985,0.03408276,0.0001642419,0.00003510357,0.0006005356,0.0004443326,0.0002620621,0.001415045],"genre_scores_gemma":[0.977966,0.0004416784,0.01623116,0.0002415397,0.00004562965,0.0003878067,0.0007160743,0.00008837645,0.003881745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002671097,"threshold_uncertainty_score":0.00893569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006780361975165795,"score_gpt":0.2005849315921585,"score_spread":0.1938045696169927,"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."}}