{"id":"W3195027374","doi":"10.1245/s10434-021-10477-1","title":"Multidisciplinary Intervention in Radiation-Associated Angiosarcoma of the Breast: Patterns of Recurrence and Response to Treatment","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; University Health Network; Hospital for Sick Children; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cohort; Radiation therapy; Breast cancer; Surgical oncology; Mastectomy; Sarcoma; Malignancy; Internal medicine; Surgery; Cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003835393,0.0000639992,0.0003570333,0.00008043207,0.0000106065,9.136886e-7,0.00004038794,0.00006407909,0.00006408587],"category_scores_gemma":[0.00008819275,0.0000442072,0.00019598,0.0002172898,0.00005036134,0.00001571089,0.00006853286,0.0000473726,6.574691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003179365,"about_ca_system_score_gemma":0.00008671766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420497,"about_ca_topic_score_gemma":0.0001296567,"domain_scores_codex":[0.9989792,0.0003670439,0.0003221663,0.0001246689,0.0001021434,0.0001047583],"domain_scores_gemma":[0.9993384,0.0002294486,0.0001435031,0.0001389987,0.00009292111,0.00005676415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002146105,0.003397559,0.8586716,0.00007246975,0.000154774,0.0003831583,0.001148858,0.000008840486,0.006785193,0.0001803143,0.0001200776,0.126931],"study_design_scores_gemma":[0.002526893,0.00141744,0.9798326,0.0003631377,0.0000306521,0.0001407524,0.0002156887,0.00003957407,0.01197783,0.00004577565,0.00336979,0.00003986834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888553,0.0008579124,0.000003563725,0.009844491,0.00003208583,0.0001617911,0.00003721152,0.000002813693,0.0002048308],"genre_scores_gemma":[0.9990134,0.0005769388,0.00003754482,0.0000314096,0.000009436856,0.000007270228,0.00001021089,0.000005975784,0.0003078178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268912,"threshold_uncertainty_score":0.1802717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005175434352534,"score_gpt":0.3641709062066597,"score_spread":0.3241191518631343,"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."}}