{"id":"W2774609085","doi":"10.1002/jso.24780","title":"Clinical outcomes in breast angiosarcoma patients: A rare tumor with unique challenges","year":2017,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Angiosarcoma; Breast cancer; Internal medicine; Oncology; Overall survival; Radiation therapy; Surgical margin; Cancer; Surgery","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":[0.0004427761,0.0001818334,0.0003496169,0.0005371929,0.0004729419,0.0005196225,0.0002022389,0.0003102225,0.001052349],"category_scores_gemma":[0.001374602,0.00008333671,0.0001247359,0.0007295349,0.0003290404,0.0004218362,0.0003555959,0.0002742096,0.0002594099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160483,"about_ca_system_score_gemma":0.0003351852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004765263,"about_ca_topic_score_gemma":0.0009843586,"domain_scores_codex":[0.9997514,0.00006996275,0.00003715793,0.00004442152,0.00004216017,0.00005488455],"domain_scores_gemma":[0.9991474,0.0002260018,0.0003937758,0.00002342293,0.00007808529,0.0001312615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008266904,0.00003134327,0.9823141,0.00003910245,0.00001256477,0.005629124,0.0001539778,0.00008504486,0.0005476676,0.00006301467,0.00036904,0.01067234],"study_design_scores_gemma":[0.00001506882,0.0003482795,0.8973516,0.00006160099,0.00004373313,0.09700199,0.001941888,0.0006165745,0.0003823128,0.0005554956,0.00166515,0.00001631181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972839,0.001122288,0.0002207997,0.0002817195,0.00001350944,0.00001045941,0.0001475313,0.000007477816,0.0009122447],"genre_scores_gemma":[0.9990181,0.000431201,0.0001898426,0.00006039031,0.00004610642,0.00001062192,0.0001418478,0.000002172966,0.00009985206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001052349,"threshold_uncertainty_score":0.003520489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621013288598322,"score_gpt":0.34981262524505,"score_spread":0.3136024923590668,"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."}}