{"id":"W1601650838","doi":"","title":"Study of daily tissue changes through breast monitoring with time-domain microwave radar","year":2015,"lang":"en","type":"article","venue":"European Conference on Antennas and Propagation","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Radar; Time domain; Breast tissue; Microwave; Radar tracker; Medicine; Computer science; Remote sensing; Breast cancer; Internal medicine; Telecommunications; Geology; Computer vision; Cancer","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":[0.0002478286,0.0001591589,0.0001884599,0.0000724525,0.00004825212,0.00007281194,0.00009466329,0.00001603552,0.000007273901],"category_scores_gemma":[0.000005418427,0.0001282394,0.00001011851,0.0001293627,0.00004331156,0.00008953738,0.00002504755,0.0001050857,0.00003430139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709087,"about_ca_system_score_gemma":0.000009995577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003356279,"about_ca_topic_score_gemma":0.00001364565,"domain_scores_codex":[0.9992247,0.0001180374,0.0001583949,0.0002010152,0.0001552975,0.0001425968],"domain_scores_gemma":[0.9995722,0.000009152306,0.00005996929,0.0001931717,0.0001019999,0.00006355829],"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":[0.0001304379,0.0001967547,0.003370101,0.0001172069,0.0001910474,0.0001190528,0.02231395,0.000345894,0.9104784,0.00009848996,0.0004381973,0.06220054],"study_design_scores_gemma":[0.02127967,0.01854576,0.1203845,0.006485728,0.001170797,0.001624427,0.1005977,0.04048236,0.6722066,0.0007759202,0.00981959,0.006627022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850978,0.0001053324,0.00549943,0.0001873713,0.00006479919,0.0001656701,0.000007064141,0.0001198918,0.008752618],"genre_scores_gemma":[0.998594,0.00003706836,0.0009670947,0.00001176217,0.0000789015,0.000002989841,0.000008929735,0.00003244448,0.0002668432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382718,"threshold_uncertainty_score":0.5229453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03334296585338947,"score_gpt":0.2389421006625604,"score_spread":0.2055991348091709,"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."}}