{"id":"W2772877568","doi":"10.2217/cns-2017-0026","title":"Contemporary management of high-grade gliomas","year":2017,"lang":"en","type":"review","venue":"CNS Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Glioma; Glioblastoma; Intensive care medicine; 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":[0.0003884666,0.000599717,0.0007886122,0.001677147,0.0002598245,0.0008735196,0.0006654562,0.0008723293,0.002585133],"category_scores_gemma":[0.0007852906,0.0001427152,0.0003901495,0.001251016,0.0002958894,0.001018894,0.0005911618,0.001287065,0.001401408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635108,"about_ca_system_score_gemma":0.001055018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169301,"about_ca_topic_score_gemma":0.002565553,"domain_scores_codex":[0.999817,0.00003164147,0.00003632635,0.00002631368,0.00007214822,0.00001666504],"domain_scores_gemma":[0.9997893,0.00007461592,0.00004274094,0.000005142585,0.00006913037,0.00001909973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000340998,0.00002971476,0.000175413,0.01276254,0.00005532305,0.0003058225,0.00006808909,0.0003051556,0.0007290077,0.002458403,0.03169217,0.9513841],"study_design_scores_gemma":[0.00001232961,0.00004675904,0.0009122877,0.007326873,0.000105709,0.003072826,0.00009010136,0.00009905444,0.0003645532,0.002659947,0.985293,0.00001662456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001275545,0.9978243,0.000145654,0.0004967282,0.0001683958,0.000004017026,0.00001848743,0.00000739662,0.001207516],"genre_scores_gemma":[0.0008832769,0.9980587,0.0001915453,0.0002705713,0.0001925568,0.000004679352,0.00003838362,0.000001322734,0.0003590217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002585133,"threshold_uncertainty_score":0.008648157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001449541363186,"score_gpt":0.4392299591960243,"score_spread":0.2390850050597057,"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."}}