{"id":"W2135405255","doi":"10.1109/iembs.2006.260509","title":"3D Breast Microwave Imaging Based on Wavefront Reconstruction","year":2006,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Breast cancer; Microwave imaging; Microwave; Wavefront; Iterative reconstruction; Mammography; Computer science; Range (aeronautics); Cancer; Medicine; Computer vision; Optics; Materials science; Telecommunications; Internal medicine; Physics","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":[0.00009473023,0.0001689171,0.0001460253,0.0001913315,0.00006283134,0.00007540545,0.0000782212,0.00003169288,0.0002086235],"category_scores_gemma":[0.000002253515,0.0001642231,0.00009394948,0.0001397387,0.00003216932,0.00007275751,0.000007659436,0.0001230644,0.0001697928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043932,"about_ca_system_score_gemma":0.000007482571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345105,"about_ca_topic_score_gemma":0.00004175485,"domain_scores_codex":[0.9992169,0.00001657629,0.0002030296,0.000205796,0.0001028168,0.0002548769],"domain_scores_gemma":[0.9996334,0.00001953383,0.0000210807,0.0002562263,0.00002540643,0.0000442996],"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":[0.00001459607,0.00006425122,0.01862757,0.00007472815,0.00006126677,0.00003112073,0.00003617984,0.2374151,0.3801529,0.00009308852,0.03293576,0.3304935],"study_design_scores_gemma":[0.0002716955,0.000004318259,0.004961994,0.00005006075,0.00003018053,0.0001555117,0.00002326204,0.9645073,0.02799304,0.0000972353,0.001604049,0.0003012799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1971238,0.0002484389,0.5335948,0.001225269,0.0009475889,0.0001478711,0.00003623953,0.002159736,0.2645162],"genre_scores_gemma":[0.9883537,0.000002031861,0.01066753,0.000142763,0.0001540233,0.000004364011,0.000023938,0.00003408118,0.0006175802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7912298,"threshold_uncertainty_score":0.6696823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002533335443557275,"score_gpt":0.1616298005494789,"score_spread":0.1590964651059216,"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."}}