{"id":"W4385963225","doi":"10.1093/noajnl/vdad071.008","title":"THE CLINICAL AND MOLECULAR LANDSCAPE OF GLIOMAS IN ADOLESCENTS AND YOUNG ADULTS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Brain Tumor Funders' Collaborative","keywords":"Medicine; Glioma; Young adult; Oncology; Internal medicine; Mutation; Population; Pediatrics; Cancer research; Genetics; Gene; 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":[0.0002302886,0.00011654,0.0002206853,0.0007524692,0.0002540197,0.0004755278,0.0001269304,0.0001875197,0.001212242],"category_scores_gemma":[0.0007831734,0.0001160657,0.0001549645,0.0007706225,0.0002022468,0.0003414711,0.0002666639,0.0001961344,0.0002087551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601902,"about_ca_system_score_gemma":0.0002822251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008551,"about_ca_topic_score_gemma":0.003767389,"domain_scores_codex":[0.9998131,0.00003974228,0.00002325203,0.00004329746,0.00003819741,0.00004246656],"domain_scores_gemma":[0.999358,0.00007061789,0.0003689549,0.00001073165,0.00007398701,0.0001176855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004787221,0.00001107318,0.9971367,0.00001751394,0.00001378502,0.0003620671,0.00005882881,0.00002097504,0.0002811106,0.00002668492,0.0000916214,0.001931672],"study_design_scores_gemma":[0.000001597991,0.00006504168,0.9971998,0.00001411201,0.000009898427,0.001962608,0.0003121851,0.00003403586,0.00006599363,0.00003296359,0.0003003455,0.000001340585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982724,0.00077487,0.00004051203,0.00004285767,0.000003113007,0.000005631125,0.0003688044,0.000002297622,0.0004894997],"genre_scores_gemma":[0.9991283,0.0003879166,0.00006080813,0.0000190989,0.00000591692,0.000006347983,0.0002908831,0.000001192162,0.00009940414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003008551,"threshold_uncertainty_score":0.005982041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554615171695239,"score_gpt":0.3346073802517521,"score_spread":0.3190612285347997,"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."}}