{"id":"W4309014302","doi":"10.1093/neuonc/noac209.435","title":"EPID-25. 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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; Health Sciences Centre; Sunnybrook Health Science Centre; University Health Network; SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Glioma; Cohort; Young adult; Internal medicine; Oncology; 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":[0.0001900027,0.0001322643,0.0001765758,0.0006889225,0.000235489,0.0004100001,0.0001070289,0.0001448809,0.002759879],"category_scores_gemma":[0.0007403793,0.00008047968,0.0001485645,0.0008090637,0.0001163342,0.0002339825,0.0003069212,0.0001744979,0.0004953024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022359,"about_ca_system_score_gemma":0.0003001913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00278706,"about_ca_topic_score_gemma":0.003854776,"domain_scores_codex":[0.9998583,0.00002444348,0.00001714504,0.00003388105,0.00002630598,0.00003992483],"domain_scores_gemma":[0.9995366,0.00003918289,0.0002326467,0.00000823354,0.00006099267,0.0001223276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005527341,0.00001192592,0.994672,0.00002335674,0.00001049224,0.0002920076,0.0000539617,0.00002170673,0.0001894195,0.0000346238,0.0003132581,0.00432204],"study_design_scores_gemma":[0.000002499969,0.00007011553,0.9972187,0.0000166715,0.00001041074,0.001170404,0.0001829037,0.0000292558,0.00008286444,0.00003120183,0.001183627,0.000001183864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944537,0.000928106,0.00007428867,0.00008624008,0.000009349134,0.00001649565,0.002460738,0.000009910333,0.001961189],"genre_scores_gemma":[0.99713,0.0004100706,0.0001074359,0.00003572887,0.00001143956,0.00002016617,0.001626967,0.000003876689,0.0006543957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00278706,"threshold_uncertainty_score":0.0092327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197734005871599,"score_gpt":0.3174353657158528,"score_spread":0.2976619651286929,"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."}}