{"id":"W2986474427","doi":"10.1093/neuonc/noz175.575","title":"INNV-34. PATTERNS OF FAILURE AND DEVELOPMENT OF A NOVEL PROGNOSTIC SCORING SYSTEM IN ELDERLY PATIENTS WITH GLIOBLASTOMA – FOLLOW UP ON 10 YEAR ANALYSIS OF THE BC CANCER AGENCY POPULATION","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Victoria","funders":"","keywords":"Medicine; Univariate analysis; Internal medicine; Glioblastoma; Performance status; Cancer; Population; Surgery; Multivariate analysis","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":[0.001067254,0.0002473524,0.0002622648,0.001223333,0.0002334168,0.0005224081,0.0002924173,0.0002586818,0.0007807807],"category_scores_gemma":[0.002400119,0.000115505,0.0003292927,0.000896639,0.0001431674,0.0003278527,0.0004785887,0.0003131808,0.0002918254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602355,"about_ca_system_score_gemma":0.0003487938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663896,"about_ca_topic_score_gemma":0.008611871,"domain_scores_codex":[0.9996659,0.0001019985,0.00003954288,0.00005660033,0.00007533088,0.00006067518],"domain_scores_gemma":[0.9987535,0.0001767636,0.0005882749,0.0000654243,0.0002500602,0.0001659052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001453404,0.000007244083,0.9974662,0.00000281918,0.00001993489,0.0000194184,0.00002052029,0.00009456481,0.000135972,0.000008759007,0.0001160428,0.001963135],"study_design_scores_gemma":[0.000004057725,0.00007489826,0.9985499,0.00000281923,0.00001193023,0.0000946828,0.00005960179,0.0009610151,0.00005457655,0.00001842724,0.0001655337,0.000002481133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989837,0.00009018026,0.0001338994,0.00002092115,0.000003214726,0.000006163149,0.0005383389,0.000004776927,0.0002187404],"genre_scores_gemma":[0.9987842,0.00003009098,0.0001255643,0.000005851003,0.000004301675,0.000007702478,0.0009419247,0.000002101958,0.00009818403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008663896,"threshold_uncertainty_score":0.01722693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486725330572196,"score_gpt":0.2604247628973116,"score_spread":0.2455575095915896,"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."}}