{"id":"W4229042631","doi":"10.3390/curroncol29050267","title":"Primary Angiosarcoma of the Breast: A Single-Center Retrospective Study in Korea","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Angiosarcoma; Grading (engineering); Mastectomy; Hemangiosarcoma; Breast cancer; Single Center; Survival rate; Radiation therapy; Surgery; Primary tumor; Oncology; Internal medicine; Cancer; Metastasis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342953,0.0001167796,0.0004153336,0.0001326934,0.00008153942,0.000002855173,0.0001960758,0.00002883487,0.0001648038],"category_scores_gemma":[0.00003370957,0.00008501816,0.0002182914,0.0004461367,0.00009078312,0.00002342966,0.0004232024,0.0004376996,0.000003042398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007322211,"about_ca_system_score_gemma":0.0001810113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002508381,"about_ca_topic_score_gemma":0.00005188989,"domain_scores_codex":[0.9985383,0.0003303791,0.0002998951,0.0002584381,0.0003425503,0.0002304415],"domain_scores_gemma":[0.9993854,0.00002883362,0.0001310481,0.0003461828,0.00005837916,0.00005020693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867848,0.01050141,0.9764782,0.00002963395,0.00005095498,0.00009458467,0.001573076,0.000001670546,0.0006816773,0.00009006581,0.001091075,0.009220888],"study_design_scores_gemma":[0.004668274,0.001729265,0.977645,0.00003963169,0.00007593926,0.0007758753,0.001149828,0.00002506087,0.00002727697,0.00009110106,0.01369063,0.00008205446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943796,0.0007452957,0.000003684153,0.001053508,0.0007219895,0.0009138096,0.00003276102,0.00001716896,0.002132142],"genre_scores_gemma":[0.9994931,0.000005751276,0.00001907241,0.0001533395,0.00009663715,0.0001014923,0.00001902691,0.00001531037,0.00009631929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01259956,"threshold_uncertainty_score":0.346694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524295152918523,"score_gpt":0.3313243398708568,"score_spread":0.2760813883416716,"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."}}