{"id":"W3203750400","doi":"10.3390/curroncol28050341","title":"Multifocality and Multicentrality in Breast Cancer: Comparison of the Efficiency of Mammography, Contrast-Enhanced Spectral Mammography, and Magnetic Resonance Imaging in a Group of Patients with Primarily Operable Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mammography; Breast cancer; Magnetic resonance imaging; Radiology; Cancer; Mastectomy; Breast MRI; Inflammatory breast cancer; 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":[0.001662483,0.0002716027,0.0003497482,0.001854629,0.0001782982,0.0004258257,0.000261746,0.0004540038,0.0004245293],"category_scores_gemma":[0.008513114,0.0001951679,0.0004097852,0.0008150132,0.0003243329,0.0006800503,0.0005022984,0.0002486553,0.0001263869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327876,"about_ca_system_score_gemma":0.0001821503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006052018,"about_ca_topic_score_gemma":0.0008454802,"domain_scores_codex":[0.9991886,0.0002959868,0.0001114764,0.0001368271,0.0002010242,0.00006604736],"domain_scores_gemma":[0.9957302,0.001924056,0.001553128,0.0001773017,0.0003440742,0.0002712447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00033398,0.00003488913,0.9951938,0.00002013895,0.00004702989,0.00009119911,0.0000847016,0.00007259927,0.0003744346,0.000006586386,0.00001539425,0.003725122],"study_design_scores_gemma":[0.00001275423,0.0005098215,0.9970344,0.000009384396,0.00006691103,0.001226075,0.0002238941,0.0005331307,0.0002597416,0.00002258279,0.00009435751,0.000006850336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988555,0.0007507944,0.0000972547,0.0000203166,0.000002354546,0.000006762638,0.00002161513,0.000003543638,0.0002417909],"genre_scores_gemma":[0.9995859,0.0001650859,0.000160848,0.000007658862,0.000009283153,0.000003095667,0.00003651518,0.000001165399,0.00003045455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854629,"threshold_uncertainty_score":0.008792102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534386648995197,"score_gpt":0.3135659575648951,"score_spread":0.2982220910749431,"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."}}