{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506833,0.0001491583,0.0001961064,0.0004430556,0.0002794112,0.0002727357,0.0001463488,0.0001818648,0.001373158],"category_scores_gemma":[0.0005676624,0.00008248725,0.0002288632,0.0003657608,0.0001966154,0.000151386,0.0001729621,0.0001993642,0.0002671329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393118,"about_ca_system_score_gemma":0.0003422675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920845,"about_ca_topic_score_gemma":0.003412737,"domain_scores_codex":[0.9998678,0.00001820727,0.00001927362,0.00002966115,0.0000340564,0.00003086923],"domain_scores_gemma":[0.9995813,0.00003486651,0.0002634603,0.00001283442,0.00003629494,0.00007124498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001516778,0.00003260979,0.99409,0.00001856916,0.00001842128,0.001204119,0.0000868701,0.00005878547,0.001142263,0.00001084846,0.00008471448,0.00310107],"study_design_scores_gemma":[0.00001257071,0.0003127411,0.9933951,0.000007277123,0.00002506804,0.005170852,0.0001368783,0.000174243,0.0004625817,0.00001889743,0.0002803332,0.000003457386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999436,0.0001532269,0.0000264357,0.000009910978,0.000001156452,0.000004647987,0.00005602777,0.000002142371,0.0003105335],"genre_scores_gemma":[0.999746,0.00005203855,0.0000209079,0.000007951668,0.000003672012,0.000003657354,0.00009540906,8.192014e-7,0.00006947912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920845,"threshold_uncertainty_score":0.00459373,"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."}}