{"id":"W2968684517","doi":"10.1093/noajnl/vdz014.101","title":"RADI-08. A SURVEY BASED STUDY OF BRAIN METASTASES MANAGEMENT FOR PATIENTS WITH NON-SMALL CELL LUNG CANCERS OR MELANOMA","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":"University Health Network","funders":"","keywords":"Medicine; Radiosurgery; Systemic therapy; Melanoma; Oncology; Internal medicine; Stereotactic radiation therapy; Immunotherapy; Radiation therapy; Clinical trial; Cancer; Cancer research","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":[0.002992675,0.0002674168,0.0003704046,0.001492136,0.000532177,0.0007964707,0.0005934779,0.0009264678,0.002759506],"category_scores_gemma":[0.008250354,0.0004695504,0.0006671107,0.002085785,0.0003874264,0.001088238,0.0009801026,0.0008631891,0.001161581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008088258,"about_ca_system_score_gemma":0.0009765215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007789056,"about_ca_topic_score_gemma":0.00708265,"domain_scores_codex":[0.9967579,0.001617509,0.000521633,0.0003879574,0.0003371329,0.0003778547],"domain_scores_gemma":[0.9919257,0.001884865,0.003843623,0.000307435,0.0008652606,0.00117323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004089222,0.000148033,0.998378,0.0000348459,0.00002256019,0.00002480333,0.0003100989,0.00001705813,0.00003750042,0.000009164946,0.0002526574,0.0007243027],"study_design_scores_gemma":[0.00001310179,0.0003824257,0.997416,0.00001729054,0.0000150922,0.00007981708,0.001513206,0.0001069571,0.00002655936,0.000005848189,0.0004184462,0.000005255893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961869,0.0001254176,0.00007348944,0.0001783274,0.000008521181,0.0001299388,0.002443832,0.000004865944,0.0008486164],"genre_scores_gemma":[0.9974133,0.0001090622,0.0001722061,0.0002164702,0.00001535547,0.0003036387,0.001452904,0.000003734473,0.000313357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007789056,"threshold_uncertainty_score":0.01582694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610738327560774,"score_gpt":0.292578337588002,"score_spread":0.2764709543123943,"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."}}