{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670223,0.00009258412,0.0003194219,0.00009484191,0.00005046571,0.000003795315,0.0000624903,0.00006196206,0.00002771288],"category_scores_gemma":[0.000113266,0.00006624411,0.00005090962,0.0001620462,0.0001220263,0.00001284218,0.0001854729,0.0002601969,0.000001483071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000245687,"about_ca_system_score_gemma":0.00006122047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005765443,"about_ca_topic_score_gemma":0.00007631823,"domain_scores_codex":[0.9988714,0.0002853213,0.0003158162,0.0002245184,0.000148238,0.0001547182],"domain_scores_gemma":[0.99946,0.0001544744,0.00009625572,0.000185299,0.00002427014,0.00007971669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005836732,0.0009425153,0.9712701,0.00003127644,0.00003254677,0.001242305,0.000381348,0.000002962738,0.01088525,0.00007828634,0.0005841501,0.01396552],"study_design_scores_gemma":[0.01329238,0.004056506,0.9668627,0.00005261805,0.0001596639,0.0008283784,0.0008369474,0.0003290476,0.002313973,0.00006474855,0.01111083,0.0000921828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948575,0.001364822,6.074666e-7,0.002715295,0.0002404703,0.0004026525,0.000007260983,0.000009209903,0.0004021431],"genre_scores_gemma":[0.9982681,0.0002399031,0.00002747958,0.001347765,0.00003274464,0.00006589938,0.000004651817,0.0000116398,0.000001866486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387334,"threshold_uncertainty_score":0.2701356,"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."}}