{"id":"W2164049072","doi":"10.1002/ana.22425","title":"Current concepts and management of glioblastoma","year":2011,"lang":"en","type":"review","venue":"Annals of Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":475,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Cancer Institute","keywords":"Psychosocial; Multidisciplinary approach; Glioblastoma; Life expectancy; Quality of life (healthcare); Medicine; Intensive care medicine; Palliative care; Psychiatry; Nursing","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":[0.000553329,0.001090105,0.001633496,0.00280388,0.0003541721,0.00105089,0.001294259,0.001114255,0.002490844],"category_scores_gemma":[0.001067064,0.0002504469,0.0006205376,0.001915446,0.000620903,0.001470641,0.0006682771,0.001727791,0.002040362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008713204,"about_ca_system_score_gemma":0.001385664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696721,"about_ca_topic_score_gemma":0.002747065,"domain_scores_codex":[0.9996785,0.00005689035,0.00007252949,0.00004040838,0.0001275044,0.0000241202],"domain_scores_gemma":[0.9997283,0.00009702244,0.00006702933,0.000008019779,0.0000738569,0.00002581245],"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":[0.00003797917,0.00003887471,0.000217642,0.01554407,0.00006459883,0.0006059521,0.00007799527,0.0003107461,0.0005550744,0.002185242,0.0356246,0.9447372],"study_design_scores_gemma":[0.00002348837,0.0000931213,0.001641682,0.01307685,0.0001711488,0.008229789,0.0001358626,0.0001334074,0.0004140444,0.004871764,0.9711774,0.00003137222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001043179,0.9981233,0.0001251486,0.0004505491,0.0002127066,0.00000536802,0.00001457568,0.000008633173,0.0009553942],"genre_scores_gemma":[0.0007545839,0.9981163,0.0002428603,0.0003094894,0.0002482978,0.000008864311,0.00003497821,0.000001621959,0.0002830897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00280388,"threshold_uncertainty_score":0.008332729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1579213433600276,"score_gpt":0.4303111643992613,"score_spread":0.2723898210392337,"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."}}