{"id":"W2044312023","doi":"10.1109/biowireless.2012.6172736","title":"Physical phantoms for microwave imaging of the breast","year":2012,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave imaging; Microwave; Medical imaging; Biomedical engineering; Biological tissue; Breast tissue; Medical physics; Materials science; Computer science; Breast cancer; Medicine; Artificial intelligence; 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":[0.001570163,0.0006957008,0.0003197317,0.00109172,0.0004082581,0.0005514583,0.0006149035,0.0008787388,0.004536894],"category_scores_gemma":[0.002273958,0.0006145783,0.000395463,0.0004310858,0.0004687881,0.000724263,0.000490871,0.0008288448,0.001489074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838441,"about_ca_system_score_gemma":0.0003258851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001430301,"about_ca_topic_score_gemma":0.0003902306,"domain_scores_codex":[0.9994455,0.0001741852,0.00005232852,0.00006454517,0.0002349058,0.0000284991],"domain_scores_gemma":[0.9989982,0.0004119003,0.000142502,0.0002139431,0.0001762397,0.00005709767],"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":[0.000210534,0.0001664758,0.0003551224,0.0006145114,0.0000302898,0.0003540918,0.0001509547,0.00435127,0.928511,0.02136055,0.002733697,0.04116136],"study_design_scores_gemma":[0.0001162922,0.0007631891,0.001868961,0.0001837507,0.00009192176,0.004012648,0.0000829877,0.0161351,0.8018156,0.008493246,0.1663251,0.000111082],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03302859,0.005034195,0.946299,0.0006885117,0.0004673129,0.001140743,0.0005630079,0.002092655,0.010686],"genre_scores_gemma":[0.09509116,0.004360619,0.8894731,0.0004200086,0.00008563298,0.001645334,0.001252364,0.0004367766,0.007235096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004536894,"threshold_uncertainty_score":0.01517743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824327140898918,"score_gpt":0.2129846729589938,"score_spread":0.2071603458180948,"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."}}