{"id":"W2128275981","doi":"10.1109/mwsym.2003.1210957","title":"Experimental feasibility of breast tumor detection and localization","year":2003,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Calgary","funders":"","keywords":"Microwave imaging; Breast tumor; Computer science; Artificial intelligence; Computer vision; Radar; Antenna (radio); Microwave; Breast cancer; Medicine; Telecommunications","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":[0.0007241191,0.0003696753,0.0001677375,0.0002757062,0.0001917033,0.0002191015,0.0004517783,0.0005707651,0.002409598],"category_scores_gemma":[0.001002966,0.0002591002,0.0001461002,0.0002140855,0.0003272949,0.0003460416,0.0004624735,0.0002939314,0.0004413287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503857,"about_ca_system_score_gemma":0.0002136208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140841,"about_ca_topic_score_gemma":0.0003434606,"domain_scores_codex":[0.9996779,0.00006769513,0.00001890736,0.00007678945,0.0001080012,0.00005075826],"domain_scores_gemma":[0.9990423,0.0004518742,0.0001178512,0.0001542976,0.0001641609,0.0000694383],"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":[0.0003780045,0.0001819356,0.0009651882,0.0000669927,0.000008399286,0.0001027496,0.0000468066,0.0009062678,0.9899976,0.0004343763,0.0001175907,0.006794106],"study_design_scores_gemma":[0.00006246055,0.001626627,0.002782367,0.000007695189,0.00001646297,0.0003735597,0.00004167974,0.006556524,0.9864612,0.0001729014,0.00188603,0.00001248106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8986375,0.000411967,0.09508907,0.0001919621,0.00008091049,0.0002480547,0.0004241726,0.0006380244,0.004278349],"genre_scores_gemma":[0.9047378,0.0003552677,0.09125855,0.00005840295,0.00002592878,0.0002631422,0.0004832905,0.00005965266,0.002758029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409598,"threshold_uncertainty_score":0.008060932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008621042923789641,"score_gpt":0.2177411512424683,"score_spread":0.2091201083186786,"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."}}