{"id":"W2899651508","doi":"10.1093/neuonc/noy148.960","title":"RTHP-30. MANAGEMENT OF GLIOBLASTOMA IN THE ELDERLY - A 10-YEAR ANALYSIS OF THE BC CANCER AGENCY POPULATION","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Cohort; Internal medicine; Radiation therapy; Univariate analysis; Cancer; Cancer registry; Multivariate analysis; Population; Glioblastoma; Surgery; Oncology","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":[0.00054982,0.000212342,0.000312656,0.0009198091,0.0005933894,0.0007552585,0.0003472418,0.0002406511,0.001193367],"category_scores_gemma":[0.001298521,0.0001572454,0.0004750467,0.002343082,0.0001668288,0.000268459,0.000545934,0.0004725179,0.000371722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040861,"about_ca_system_score_gemma":0.003507381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4701228,"about_ca_topic_score_gemma":0.5261363,"domain_scores_codex":[0.9995307,0.00005628255,0.00004505022,0.00007609656,0.0001574316,0.0001345019],"domain_scores_gemma":[0.9985856,0.00005834804,0.0006797968,0.00005368255,0.0003244136,0.0002981413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227062,0.00002121671,0.994918,0.00002287207,0.00006643635,0.00005035578,0.00005699874,0.00005969264,0.00006436372,0.00001194456,0.000910568,0.00369497],"study_design_scores_gemma":[0.000006825563,0.00002649796,0.9986512,0.00002168907,0.00002997682,0.00007364855,0.0001269967,0.0001124444,0.00002319471,0.000008060906,0.0009168941,0.000002535212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886544,0.001586125,0.00007080615,0.0002290864,0.00001213974,0.00002930662,0.008010135,0.00001286593,0.00139506],"genre_scores_gemma":[0.9904295,0.001195959,0.00008366867,0.0001479886,0.00001575032,0.00003039465,0.007496079,0.000007707063,0.0005930757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4701228,"threshold_uncertainty_score":0.9347728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058208041906901,"score_gpt":0.3223806022344239,"score_spread":0.3017985218153549,"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."}}