{"id":"W2802985340","doi":"10.3340/jkns.2018.0044","title":"Malignant Brain Tumours in Children : Present and Future Perspectives","year":2018,"lang":"en","type":"review","venue":"Journal of Korean Neurosurgical Society","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004827483,0.0004329508,0.002035359,0.0001306526,0.00006546207,0.00005790116,0.0001594479,0.0003133248,0.00005989687],"category_scores_gemma":[0.00005588648,0.0002505679,0.001781184,0.0003246086,0.0002038065,0.00006943111,0.00009648424,0.0008583539,0.000003936327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058931,"about_ca_system_score_gemma":0.0002058871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007900948,"about_ca_topic_score_gemma":4.454376e-7,"domain_scores_codex":[0.9976463,0.0002222027,0.0008874873,0.0004074375,0.0005045864,0.0003320265],"domain_scores_gemma":[0.9983082,0.0002550048,0.0006959754,0.0002379693,0.000126719,0.0003761262],"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":[0.0002482039,0.00660941,0.03884564,0.006707973,0.003861299,0.006511887,0.002653255,0.00000106109,0.000006319046,0.0004495529,0.157325,0.7767804],"study_design_scores_gemma":[0.002481538,0.0009802894,0.0324033,0.005232065,0.001490017,0.01153354,0.0002443497,0.000002958755,0.00000256929,0.00002139224,0.9453503,0.0002576698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02052154,0.9746588,4.166173e-7,0.003907616,0.0001652287,0.0006028916,0.0000284532,0.000009919662,0.0001051218],"genre_scores_gemma":[0.001006594,0.9952625,0.0001378757,0.0001508549,0.003313816,0.00001103685,0.000012009,0.00004967357,0.0000556486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7880253,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040240239350743,"score_gpt":0.3099808781713528,"score_spread":0.2895784757778454,"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."}}