{"id":"W4281609813","doi":"10.1093/neuonc/noac079.353","title":"LGG-41. The clinical and molecular landscape of gliomas in adolescents and young adults","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre; Hospital for Sick Children","funders":"","keywords":"CDKN2A; ATRX; Medicine; Glioma; Cohort; Oncology; Young adult; Internal medicine; Melanoma; Cancer research; Mutation; Cancer; Biology; Gene; Genetics","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":[0.0001709952,0.0001195516,0.0001535975,0.0005662328,0.0002113005,0.0003512398,0.0001011281,0.0001712835,0.001312093],"category_scores_gemma":[0.0006109978,0.00006884712,0.0001305871,0.0007214308,0.0001312735,0.000202801,0.0002548086,0.0001582128,0.0003242911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002490366,"about_ca_system_score_gemma":0.0002696056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922209,"about_ca_topic_score_gemma":0.004532044,"domain_scores_codex":[0.9998695,0.00002325507,0.00001296077,0.0000358512,0.00002376805,0.00003474804],"domain_scores_gemma":[0.9996593,0.00003382143,0.0001768429,0.00000726089,0.00003902934,0.00008362842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008185089,0.0000093925,0.9945852,0.000017283,0.0000111735,0.0004556414,0.00004773951,0.00002389448,0.0004027674,0.00003148628,0.0002060158,0.004127403],"study_design_scores_gemma":[0.000002376199,0.00007231658,0.9968579,0.00001511442,0.00001155526,0.001892736,0.0001754895,0.00003486498,0.0001033265,0.00003572832,0.0007973227,0.000001116213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974754,0.0007235227,0.00004219099,0.00005593968,0.000003892672,0.000007287332,0.0007774315,0.000005590131,0.0009087154],"genre_scores_gemma":[0.9985545,0.0002639178,0.00006907515,0.00002723997,0.000005896318,0.000007371347,0.0008318946,0.00000285352,0.0002370848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002922209,"threshold_uncertainty_score":0.00581044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824348596927888,"score_gpt":0.3127269763470132,"score_spread":0.2944834903777343,"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."}}