{"id":"W4220802109","doi":"10.1158/1538-7445.sabcs21-p3-19-23","title":"Abstract P3-19-23: Radiation-induced sarcomas of the breast: A 20-year single-centre experience","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Vascular Tumors and Angiosarcomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Sarcoma; Breast cancer; Leiomyosarcoma; Incidence (geometry); Cancer registry; Radiation therapy; Cancer; Radiology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005597149,0.0003888269,0.0002491149,0.0009216145,0.0006160209,0.0006412355,0.0004483004,0.0003930677,0.001772091],"category_scores_gemma":[0.001358899,0.0002676035,0.0003535865,0.0009642173,0.0003385535,0.0004284414,0.0008686661,0.0003511432,0.0006975437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855974,"about_ca_system_score_gemma":0.0009415071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405336,"about_ca_topic_score_gemma":0.008168265,"domain_scores_codex":[0.9996159,0.00007523407,0.0000530484,0.00006845935,0.0000737474,0.0001136166],"domain_scores_gemma":[0.998982,0.0001392199,0.0002696073,0.00005102334,0.00008863868,0.0004694593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002160248,0.0007290335,0.9348871,0.0001203954,0.00007602431,0.03712081,0.001698849,0.0001990289,0.002629333,0.00006249089,0.001712611,0.02054831],"study_design_scores_gemma":[0.00006789056,0.002111527,0.8515198,0.0001082338,0.000093916,0.1355181,0.002711619,0.0005836632,0.002222611,0.00006051685,0.004957247,0.00004471268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980096,0.000616421,0.0001825202,0.00009270039,0.00001125407,0.00004266396,0.0001809545,0.00001527624,0.0008486264],"genre_scores_gemma":[0.9979711,0.0007538021,0.0002143324,0.0001585416,0.00002967966,0.00001930453,0.0003153136,0.00001025143,0.0005277947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00405336,"threshold_uncertainty_score":0.008059502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07411770985528067,"score_gpt":0.3634938202688897,"score_spread":0.289376110413609,"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."}}