{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006124684,0.0001050118,0.0004542614,0.0002772503,0.00001511682,0.000001895373,0.00004994462,0.00006416554,0.00002312689],"category_scores_gemma":[0.00003375861,0.00006709165,0.00004954604,0.0004053494,0.00001591664,0.00002296404,0.00003325006,0.00006559042,8.026076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674787,"about_ca_system_score_gemma":0.0001064758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003680745,"about_ca_topic_score_gemma":0.002700435,"domain_scores_codex":[0.9990668,0.00004560331,0.0003459544,0.0001987862,0.0002274115,0.0001154106],"domain_scores_gemma":[0.9992659,0.0001050853,0.0003124462,0.0001761545,0.0001083175,0.00003209523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978417,0.000576861,0.9878625,0.0002112582,0.0002995291,0.000005103486,0.0006479358,0.0002813287,0.005763717,0.00002187142,0.000002512046,0.004029513],"study_design_scores_gemma":[0.004235104,0.001791681,0.9873241,0.0004426556,0.0004668237,0.000001207307,0.0001819067,0.0002045256,0.005269031,2.133284e-7,0.00003395701,0.00004883627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990545,0.00001367768,0.000007132904,0.00004984855,0.00009858578,0.0007251667,0.00001736427,0.000004696989,0.00002901321],"genre_scores_gemma":[0.9997616,0.000002162984,0.0001261354,0.00001531836,0.000005487072,0.000062213,0.00001340398,0.00001028614,0.000003362685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003980677,"threshold_uncertainty_score":0.2735918,"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."}}