{"id":"W2019432564","doi":"10.1109/icuwb.2012.6340476","title":"Recent progress in ultra-wideband microwave breast cancer detection","year":2012,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Breast cancer; Microwave imaging; Ultra-wideband; Wideband; Computer science; Microwave; Transmitter; Cancer detection; Electronic engineering; Breast tumor; Pulse (music); Time domain; Telecommunications; Cancer; Engineering; Medicine; Detector; Internal medicine; Computer vision","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00237696,0.0002682994,0.0003622978,0.0009269071,0.0001756724,0.0009620883,0.000573051,0.0006065707,0.002798664],"category_scores_gemma":[0.002054977,0.0001953256,0.0001900855,0.001002204,0.0005281898,0.001188197,0.0004851665,0.0005024128,0.0008948833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005352798,"about_ca_system_score_gemma":0.0005593309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008031547,"about_ca_topic_score_gemma":0.001060475,"domain_scores_codex":[0.9994179,0.0001389338,0.00005128044,0.0001346663,0.0002060436,0.00005131556],"domain_scores_gemma":[0.9969622,0.001332937,0.0002941293,0.00009424098,0.001151414,0.0001650017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006153835,0.000137196,0.006295878,0.003896475,0.000105035,0.0001870331,0.0004363312,0.00179312,0.1295405,0.00560953,0.006295025,0.8450884],"study_design_scores_gemma":[0.00005775734,0.001681808,0.02382792,0.001437887,0.0005141885,0.002856946,0.0008140622,0.009032512,0.2828732,0.003155682,0.6735874,0.0001607742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1131226,0.7651219,0.0900621,0.006185842,0.0008964528,0.00004851287,0.0002298606,0.0006270855,0.02370568],"genre_scores_gemma":[0.390708,0.5190639,0.06570992,0.002668698,0.001983009,0.00005843911,0.0006320169,0.0001295245,0.01904657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002798664,"threshold_uncertainty_score":0.01257074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008130454970079635,"score_gpt":0.2247361655213991,"score_spread":0.2166057105513195,"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."}}