{"id":"W2967719210","doi":"10.1093/noajnl/vdz014.124","title":"RADI-32. INTRACRANIAL CONTROL AND RADIONECROSIS IN MELANOMA PATIENTS WITH BRAIN METASTASES TREATED WITH STEREOTACTIC RADIOSURGERY","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Melanoma; Brain metastasis; Neurocognitive; Surgery; Nuclear medicine; Radiation therapy; Internal medicine; Metastasis; Cancer","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":[0.00021923,0.0003460844,0.0009610507,0.0002241459,0.00007176038,0.00002201706,0.00006545829,0.00009436496,0.0001318545],"category_scores_gemma":[0.0001210753,0.0002212041,0.00006108299,0.0002928539,0.000222286,0.0003180987,0.00001786667,0.0002695001,0.00001398812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182602,"about_ca_system_score_gemma":0.0001180951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004768646,"about_ca_topic_score_gemma":0.0001343487,"domain_scores_codex":[0.9979854,0.0003786005,0.000355907,0.0005929279,0.0002552267,0.0004319005],"domain_scores_gemma":[0.9976899,0.00152542,0.0002228923,0.0002992146,0.00007423137,0.0001883501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008701118,0.0009163915,0.9567377,0.00007071691,0.0003365622,0.001312289,0.0000838075,0.00004185447,0.0007743809,0.00004023476,0.000100703,0.03088422],"study_design_scores_gemma":[0.05760467,0.01779271,0.8913497,0.0001519318,0.0008237111,0.00112123,0.0001479948,0.0001347734,0.0005494318,0.0000212036,0.02987672,0.000425971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995119,0.001243966,0.00004595913,0.001616807,0.0001442444,0.001459307,0.00008158355,0.00005171594,0.000237443],"genre_scores_gemma":[0.9964212,0.0001774876,0.001193136,0.00188968,0.00004356518,0.0001051451,0.00008088929,0.00004370542,0.00004523299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06538806,"threshold_uncertainty_score":0.9020441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005346757123858995,"score_gpt":0.2372257008986264,"score_spread":0.2318789437747674,"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."}}