{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005140511,0.0001229513,0.0002247249,0.0009092578,0.0003625152,0.0003802075,0.0002502461,0.0003801562,0.001243754],"category_scores_gemma":[0.003838087,0.0001114323,0.0002362928,0.0006383206,0.0001942495,0.0003285717,0.0003782437,0.0002763378,0.0001628087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002381177,"about_ca_system_score_gemma":0.0002708513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008548831,"about_ca_topic_score_gemma":0.001840726,"domain_scores_codex":[0.9994122,0.0002543295,0.00006712,0.00005806371,0.00009309478,0.0001153295],"domain_scores_gemma":[0.9984009,0.0006398756,0.0005681952,0.00006942761,0.0001221117,0.0001995131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006978381,0.0002762331,0.9618859,0.00005112002,0.00006519912,0.002674115,0.0003107401,0.0003053516,0.002959243,0.00005892711,0.0001770471,0.03053824],"study_design_scores_gemma":[0.00002155312,0.0004893982,0.98943,0.00003330387,0.00004184079,0.007347606,0.0007363796,0.0008201374,0.0005506328,0.0001200704,0.000400342,0.000008781688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972709,0.001176423,0.0002154029,0.0001154564,0.0000060391,0.00001197574,0.00004383367,0.000004896908,0.001154952],"genre_scores_gemma":[0.9993351,0.0002674757,0.0001415629,0.00004380388,0.00001448506,0.000009487593,0.00005443849,0.000002465636,0.0001311184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243754,"threshold_uncertainty_score":0.004160702,"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."}}