{"id":"W3194881798","doi":"10.1109/antem51107.2021.9518535","title":"Initial characterization of a porTable breast microwave detection device","year":2021,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Breast cancer; Microwave; Breast cancer screening; Antenna (radio); Work (physics); Microwave imaging; Computer science; Modality (human–computer interaction); Breast screening; Cancer; Medicine; Medical physics; Telecommunications; Mammography; Electronic engineering; Engineering; Artificial intelligence; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004743146,0.0003340282,0.000301432,0.0003291245,0.0002043122,0.0004388252,0.0005926656,0.0006388315,0.002083603],"category_scores_gemma":[0.001871539,0.0001402611,0.0002999347,0.0002707813,0.000231122,0.0003557622,0.0002521793,0.0002895143,0.0006821137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061138,"about_ca_system_score_gemma":0.0001930715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005016974,"about_ca_topic_score_gemma":0.0008381255,"domain_scores_codex":[0.9996358,0.0000487573,0.00002142002,0.00008324658,0.0001683098,0.00004239688],"domain_scores_gemma":[0.9991566,0.0002515081,0.00009512238,0.00009288716,0.0003379174,0.00006591675],"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":[0.0002851821,0.0001786253,0.005769092,0.0005822574,0.00003443167,0.0007819767,0.0002725387,0.002046237,0.9514211,0.0004549704,0.002287394,0.03588621],"study_design_scores_gemma":[0.0000723644,0.006314337,0.03032508,0.00008790313,0.000112965,0.001860614,0.0005730498,0.01680973,0.9091076,0.0001866638,0.03449654,0.00005319319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320491,0.001520352,0.05644796,0.000633754,0.0002495301,0.0009023417,0.001662679,0.0004162639,0.006117982],"genre_scores_gemma":[0.9428068,0.0008121787,0.04401512,0.0002956427,0.00005008345,0.0003294697,0.001075118,0.00007945271,0.01053609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002083603,"threshold_uncertainty_score":0.006970346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006846453678751296,"score_gpt":0.2015157232871364,"score_spread":0.1946692696083851,"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."}}