{"id":"W2171188457","doi":"10.1109/22.883862","title":"Microwave detection of breast cancer","year":2000,"lang":"en","type":"article","venue":"IEEE Transactions on Microwave Theory and Techniques","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Microwave imaging; Mammography; Microwave; Breast cancer; Computer science; Signal processing; Electronic engineering; Cancer; Telecommunications; Engineering; Medicine; Radar","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":[0.0002420842,0.0002035271,0.0002306675,0.0002055126,0.0001016764,0.00002440882,0.00009338967,0.0001044949,0.0004908094],"category_scores_gemma":[5.435201e-7,0.0002020242,0.0001235467,0.0002055281,0.0001342788,0.00009538965,6.577594e-7,0.000238344,0.00001344671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004305295,"about_ca_system_score_gemma":0.000007079735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005167888,"about_ca_topic_score_gemma":0.00004049725,"domain_scores_codex":[0.9992088,0.00007802538,0.0002411462,0.000205205,0.00007179772,0.0001950005],"domain_scores_gemma":[0.9996006,0.00005468828,0.00002791906,0.0002277108,0.00003183792,0.00005716664],"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":[0.00005601084,0.00002324779,0.000001953389,0.00003646472,0.00006873342,0.000001026329,0.0001168118,0.0003000684,0.6290535,0.00001346553,0.00003596256,0.3702928],"study_design_scores_gemma":[0.0001095323,0.00003265739,0.00002492971,0.00009848631,0.00009830753,0.00008211721,0.00003260827,0.0001683063,0.9977361,0.0008987956,0.0005094172,0.0002087307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548371,0.0003048002,0.4490854,0.00003029294,0.0000704765,0.0000988368,0.00008335432,0.0004768364,0.001479032],"genre_scores_gemma":[0.9971672,0.001361822,0.0007362862,0.00006407095,0.00003108917,0.00003444786,0.0000013853,0.00003951911,0.0005641558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487963,"threshold_uncertainty_score":0.8238306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004562691281427196,"score_gpt":0.2104688251036888,"score_spread":0.2059061338222616,"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."}}