{"id":"W4394744459","doi":"10.1109/jerm.2024.3385335","title":"Surface Wave and Back Radiation Suppression in Microwave Breast Screening","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microwave; Radiation; Surface wave; Physics; Acoustics; Optics; Medical physics; Medicine; Telecommunications; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000858065,0.0002121051,0.000613188,0.0006650638,0.00002942988,0.00001473153,0.00005283632,0.0002220559,0.00004183126],"category_scores_gemma":[0.00008290433,0.0001449226,0.00004138114,0.0003369168,0.0004724408,0.00007733102,0.00002531061,0.0007020158,3.957209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002938031,"about_ca_system_score_gemma":0.00006895513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003816478,"about_ca_topic_score_gemma":0.00001371018,"domain_scores_codex":[0.9985312,0.0001184561,0.0006488631,0.0002595115,0.000109884,0.0003321482],"domain_scores_gemma":[0.9992214,0.0003064717,0.0001367017,0.00009778354,0.00008318551,0.0001543964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004120715,0.0000362387,0.0127647,0.0002134631,0.00005992076,0.0002886959,0.001196725,8.858187e-7,0.9252601,0.00007707596,0.001232682,0.05845743],"study_design_scores_gemma":[0.04978472,0.06022296,0.39177,0.02730209,0.001981211,0.1629806,0.006284515,0.00651773,0.2467359,0.01608486,0.02839334,0.001942119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212234,0.07247148,0.0003248156,0.005142265,0.0003254375,0.0001759993,0.000004578626,0.000006252885,0.0003257468],"genre_scores_gemma":[0.9658402,0.03042498,0.002513414,0.0005823465,0.0005029503,7.006918e-7,0.00001158026,0.00001880507,0.0001049888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6785243,"threshold_uncertainty_score":0.5909772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459539679538027,"score_gpt":0.3037688712591292,"score_spread":0.2791734744637489,"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."}}