{"id":"W4307137698","doi":"10.1093/noajnl/vdac168","title":"Adolescent and young adult glioma: systematic review of demographic, disease, and treatment influences on survival","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Glioma; Isocitrate dehydrogenase; Radiation therapy; Pathological; Oncology; Young adult; Oligodendroglioma; Cohort; Disease; Internal medicine; Astrocytoma; Biology","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":[0.006001058,0.001062086,0.00621516,0.006674774,0.0004859271,0.001777906,0.001471917,0.001211334,0.003543444],"category_scores_gemma":[0.03103229,0.0007394275,0.007305194,0.008777789,0.0006855815,0.001531218,0.001183462,0.0008382641,0.0002512141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327231,"about_ca_system_score_gemma":0.007724785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015053,"about_ca_topic_score_gemma":0.03104939,"domain_scores_codex":[0.9947125,0.001638141,0.002329743,0.000473814,0.0006576525,0.0001881992],"domain_scores_gemma":[0.9707508,0.02172699,0.005296796,0.0004023074,0.001589426,0.0002336685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002380386,0.00000949261,0.002708998,0.9638491,0.01339119,0.00009935461,0.000168868,0.0001155806,0.00009518069,0.0001304706,0.00138099,0.01781266],"study_design_scores_gemma":[0.0002593047,0.0002524755,0.0168765,0.8217305,0.1402324,0.0005346977,0.0003274667,0.0001108543,0.0001571197,0.0003432504,0.01913368,0.00004168618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002645595,0.9953064,0.0001248463,0.0002255609,0.00007023916,0.000167015,0.001213609,0.000007713809,0.0002389328],"genre_scores_gemma":[0.03768364,0.95951,0.0005579172,0.0005972124,0.0000800759,0.0005615082,0.0008781137,0.000008383463,0.0001232925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01015053,"threshold_uncertainty_score":0.03173697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396524238134669,"score_gpt":0.2939761901255473,"score_spread":0.2800109477442007,"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."}}