{"id":"W4400650753","doi":"10.1109/imbioc60287.2024.10590339","title":"Microwave Imaging for Monitoring Breast Cancer Treatment During Neoadjuvant Chemotherapy","year":2024,"lang":"en","type":"article","venue":"","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Breast cancer; Chemotherapy; Oncology; Medicine; Neoadjuvant therapy; Cancer; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000341377,0.0002258606,0.0002346328,0.0003723858,0.000128794,0.0002068827,0.0001514635,0.0003051115,0.0004992868],"category_scores_gemma":[0.0007350105,0.0001654861,0.0001388992,0.0003239129,0.0001807159,0.0002721855,0.0001708638,0.000307308,0.0001421965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010788,"about_ca_system_score_gemma":0.00006796454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457161,"about_ca_topic_score_gemma":0.0003653383,"domain_scores_codex":[0.9997461,0.0001296664,0.00001046452,0.00003437354,0.00005886492,0.00002044394],"domain_scores_gemma":[0.9997445,0.0001292182,0.00006223861,0.00002379284,0.00002640362,0.00001378948],"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":[0.001068237,0.00006192049,0.01310888,0.0002062503,0.00002595201,0.0002454151,0.0001867208,0.0007520955,0.9392391,0.0001191819,0.0002283887,0.04475773],"study_design_scores_gemma":[0.00006264143,0.003396995,0.1327389,0.00007449275,0.0002439136,0.005748054,0.0004776969,0.01419619,0.8331742,0.0004384995,0.009379289,0.00006900112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290414,0.01292478,0.05349283,0.0002510905,0.0001048721,0.00007748111,0.0001015928,0.0001781618,0.003827913],"genre_scores_gemma":[0.9688321,0.003495707,0.02649957,0.00009166665,0.00006718837,0.00004908584,0.0000603216,0.00003151898,0.0008727803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004992868,"threshold_uncertainty_score":0.001805365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007283772635563361,"score_gpt":0.2453653399965832,"score_spread":0.2380815673610199,"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."}}