{"id":"W2620303175","doi":"10.1093/neuonc/nox083.149","title":"LGG-16. LOCATION AND HISTOLOGY DICTATE THE LIKELIHOOD OF MOLECULAR EVENTS IN PEDIATRIC LOW-GRADE GLIOMA","year":2017,"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; University of Toronto","funders":"","keywords":"Pilocytic astrocytoma; Medicine; Glioma; Cohort; Astrocytoma; Ganglioglioma; Oncology; Pathology; Histology; Internal medicine; Ependymoma; Incidence (geometry); 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":[0.0006380028,0.0002887826,0.0002792104,0.00115039,0.0002448313,0.0008190898,0.0003146806,0.0004315686,0.003387416],"category_scores_gemma":[0.002425281,0.0002004788,0.0002957997,0.001126025,0.0003827331,0.0004987961,0.0004069128,0.0004141236,0.001181018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832777,"about_ca_system_score_gemma":0.0003219705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637623,"about_ca_topic_score_gemma":0.003023978,"domain_scores_codex":[0.9994301,0.00009441049,0.00006714271,0.0001446083,0.0001472793,0.0001164206],"domain_scores_gemma":[0.9984772,0.0002643029,0.0008415143,0.00008039593,0.0001461168,0.0001904018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001927245,0.000008012966,0.9870741,0.00003272324,0.0000200472,0.000545676,0.00007361022,0.0002285728,0.004360185,0.00006474482,0.0002316517,0.007167884],"study_design_scores_gemma":[0.000005881784,0.00007783189,0.9883584,0.00002700151,0.00004267403,0.004593552,0.0002439159,0.000555317,0.003582518,0.0003084944,0.002197773,0.000006707977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954535,0.0008730086,0.0007965575,0.00006416357,0.000006524865,0.00001880037,0.001171553,0.00004907146,0.001566895],"genre_scores_gemma":[0.997101,0.0002975732,0.0008145053,0.0000282919,0.000006546856,0.00001993681,0.001285729,0.00003611425,0.0004103538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003387416,"threshold_uncertainty_score":0.01133204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419485300445499,"score_gpt":0.2907672175529607,"score_spread":0.2765723645485057,"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."}}