{"id":"W3197182742","doi":"10.3390/curroncol28050298","title":"Contrast-Enhanced Spectral Mammography Assessment of Patients Treated with Neoadjuvant Chemotherapy for Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Mammography; Chemotherapy; Subtraction; Radiology; Neoadjuvant therapy; Nuclear medicine; Cancer; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004820656,0.0001768544,0.0002460636,0.0006356515,0.0001345159,0.0002478016,0.0001514052,0.000232325,0.0009053599],"category_scores_gemma":[0.002228682,0.00009934504,0.0001323319,0.000348681,0.0001672089,0.0001984486,0.0001654302,0.0001283978,0.0001950192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330242,"about_ca_system_score_gemma":0.0001314515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926859,"about_ca_topic_score_gemma":0.0004629397,"domain_scores_codex":[0.9997334,0.00009120339,0.00005082875,0.0000392004,0.00006081787,0.00002466686],"domain_scores_gemma":[0.9992368,0.0002048667,0.0003329407,0.0000406492,0.0001318819,0.00005284503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003300371,0.00003278041,0.9917681,0.00003418664,0.00001870089,0.0003110351,0.00005650858,0.00003700097,0.002583124,0.00000945909,0.00005064914,0.004768519],"study_design_scores_gemma":[0.000006697575,0.0003143971,0.9936422,0.00000952069,0.00004600576,0.003892938,0.0001348149,0.0001986125,0.001402662,0.00001793113,0.0003309169,0.000003285706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988262,0.0005126558,0.0001186106,0.0000194385,0.000002307746,0.000008585666,0.00007037705,0.000003361481,0.0004385849],"genre_scores_gemma":[0.999503,0.0001368418,0.0001811323,0.00001153537,0.000004898316,0.000005847931,0.0000900601,9.146473e-7,0.00006582124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009053599,"threshold_uncertainty_score":0.00302875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672401149017281,"score_gpt":0.3647499285013013,"score_spread":0.3380259170111285,"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."}}