{"id":"W2313979980","doi":"10.1097/coc.0000000000000077","title":"Primary and Radiation-induced Breast Angiosarcoma","year":2015,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Histopathology; Malignancy; Grading (engineering); Breast cancer; Angiosarcoma; Adjuvant radiotherapy; Radiation therapy; Context (archaeology); Radiology; Oncology; Surgery; Internal medicine; 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":[0.0004420364,0.0001544043,0.0001698377,0.0004905211,0.0002623751,0.000253195,0.0001545615,0.000177826,0.003499427],"category_scores_gemma":[0.002061776,0.0001064245,0.0001701793,0.0003413853,0.0002778932,0.0001829898,0.0002403576,0.0001632336,0.0004718236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284055,"about_ca_system_score_gemma":0.0002605133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007400368,"about_ca_topic_score_gemma":0.001345747,"domain_scores_codex":[0.999738,0.00006044686,0.00003074319,0.00003798755,0.000065136,0.00006757284],"domain_scores_gemma":[0.9980521,0.0005034282,0.0008951421,0.0001260015,0.0001805528,0.0002426947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002120473,0.00002314266,0.991587,0.00003377081,0.00001945738,0.002898202,0.00006128778,0.00006190415,0.0009331635,0.00001926059,0.0001161714,0.004034543],"study_design_scores_gemma":[0.00001512544,0.0003570664,0.9540833,0.00001482927,0.00004751888,0.04349243,0.000155784,0.0001331187,0.000937308,0.00004168597,0.0007174702,0.00000428506],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983538,0.0006097985,0.0000960426,0.00001773251,0.000003981155,0.000009676417,0.0001111181,0.000005277212,0.0007925801],"genre_scores_gemma":[0.9996002,0.0001175649,0.00005022701,0.000007884215,0.000008917864,0.0000045205,0.0000871806,0.000001427066,0.0001219661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003499427,"threshold_uncertainty_score":0.01170671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729620257128847,"score_gpt":0.4137164614532405,"score_spread":0.3407544357403559,"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."}}