{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003540298,0.0004580306,0.0004299997,0.0005033216,0.0001232894,0.0006277352,0.0003946339,0.0005829812,0.001421904],"category_scores_gemma":[0.001025192,0.0004509681,0.0006745404,0.0004299265,0.0002936893,0.0006008035,0.0005736256,0.0005624809,0.0006390391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445199,"about_ca_system_score_gemma":0.0004173713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616885,"about_ca_topic_score_gemma":0.001852856,"domain_scores_codex":[0.9997891,0.00004878543,0.000007398995,0.0000229612,0.0001165273,0.0000152504],"domain_scores_gemma":[0.9997039,0.0001462309,0.00003548585,0.0000534288,0.00004914924,0.0000117237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003816758,0.00008292276,0.001618535,0.0001996434,0.00009514707,0.0002660857,0.0002439584,0.5021144,0.1904014,0.01306965,0.00239481,0.2891316],"study_design_scores_gemma":[0.000009484608,0.000020242,0.0003519417,0.000006235601,0.000007081309,0.000164697,0.00001006021,0.9800894,0.01663319,0.0012293,0.001460581,0.0000177398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01478076,0.000110699,0.9834427,0.00008217353,0.00001125375,0.00002382049,0.00007707961,0.000662441,0.0008091256],"genre_scores_gemma":[0.2009104,0.0004605528,0.7965111,0.00006354895,0.00001953875,0.00006364441,0.0003133184,0.0001427938,0.001514948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001616885,"threshold_uncertainty_score":0.004756749,"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."}}