{"id":"W2746733547","doi":"10.1111/tbj.12886","title":"Radical chest wall resection and hyperfractionated accelerated radiotherapy for radiation-associated angiosarcoma of the breast: A safe and effective treatment strategy","year":2017,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Clinical Oncology Group; McMaster University","funders":"","keywords":"Medicine; Radiation therapy; Angiosarcoma; Surgery; Adjuvant radiotherapy; Breast cancer; Sarcoma; Cancer; Mastectomy; Dose fractionation; Radiology; Internal medicine","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":[0.0005609025,0.0001735134,0.0003248167,0.0000632052,0.00112085,0.0001391873,0.0001309353,0.00009698433,0.00002893324],"category_scores_gemma":[0.00008994921,0.00008968169,0.0002066522,0.00008354892,0.0002405038,0.0001535121,0.00002382824,0.0002398945,4.467845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904436,"about_ca_system_score_gemma":0.0001387534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002686035,"about_ca_topic_score_gemma":0.00003652071,"domain_scores_codex":[0.9989355,0.0001942606,0.0002426919,0.000166968,0.0002218809,0.0002387116],"domain_scores_gemma":[0.9989011,0.0001491046,0.0003680715,0.0002659305,0.0001812043,0.0001346387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007276298,0.001600703,0.4272319,0.00009980529,0.004629831,0.0000679584,0.00178995,0.00006673129,0.07382047,0.0003299885,0.001319144,0.4817672],"study_design_scores_gemma":[0.007794201,0.0007129041,0.9726443,0.0001288207,0.0003138358,0.01372744,0.00008388661,0.00234506,0.001327868,0.0002323177,0.0005939348,0.00009545501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890711,0.001323581,0.00008005003,0.008499322,0.0001167083,0.0007769478,0.00004405063,0.0000122205,0.00007601209],"genre_scores_gemma":[0.9987367,0.0005041426,0.00005950646,0.00007767588,0.0003325305,0.00002463419,0.00001130369,0.00002355069,0.0002299258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5454124,"threshold_uncertainty_score":0.8620789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011465459171493,"score_gpt":0.2925709925506813,"score_spread":0.2724563379589664,"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."}}