{"id":"W4380368215","doi":"10.1093/neuonc/noad073.222","title":"LGG-12. CLINICAL AND MOLECULAR FEATURES OF DISSEMINATED PEDIATRIC LOW-GRADE GLIOMA","year":2023,"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":"Hospital for Sick Children","funders":"","keywords":"KRAS; Medicine; Glioma; Population; Oncology; Metastasis; Internal medicine; Cancer research; Cancer; Colorectal cancer","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":[0.0002042115,0.0003645941,0.000229431,0.0009628939,0.0002825608,0.0003588201,0.000269758,0.0003520808,0.001981765],"category_scores_gemma":[0.001000709,0.0001383786,0.0001352466,0.0007561377,0.0004141088,0.0003427965,0.0003653252,0.0003183074,0.000414585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041698,"about_ca_system_score_gemma":0.0003421351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003075551,"about_ca_topic_score_gemma":0.002933014,"domain_scores_codex":[0.9998444,0.00002018082,0.00001617446,0.00004464856,0.00003220783,0.0000422722],"domain_scores_gemma":[0.9994761,0.00006357007,0.0002176591,0.00002201991,0.00004513204,0.0001754987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000177008,0.0000192083,0.9803892,0.00002517804,0.000008651337,0.0101194,0.00006784373,0.000225369,0.004029356,0.00008402026,0.0002811285,0.004573751],"study_design_scores_gemma":[0.00001386372,0.000168142,0.9512579,0.00001088635,0.00001938249,0.0461999,0.0001946697,0.0005158033,0.000800201,0.0001145898,0.00069707,0.000007547063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977622,0.0002339504,0.0001440549,0.00003862412,0.000002488834,0.000017455,0.0003742841,0.00002128771,0.001405607],"genre_scores_gemma":[0.9992187,0.00006800795,0.0001672199,0.00001340232,0.00000394,0.00001082938,0.0003787468,0.000004222289,0.0001350118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003075551,"threshold_uncertainty_score":0.006629646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294363183955449,"score_gpt":0.3506606101613883,"score_spread":0.3277169783218338,"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."}}