{"id":"W2809463855","doi":"10.1093/neuonc/noy059.400","title":"LGG-60. THE GENETIC LANDSCAPE OF PEDIATRIC LOW-GRADE GLIOMAS: INCIDENCE, PROGNOSIS AND RESPONSE TO THERAPY","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cohort; IDH1; Oncology; Internal medicine; Incidence (geometry); Targeted therapy; Glioma; Cumulative incidence; Pathology; Cancer research; Mutation; Cancer; Gene; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802799,0.0001449217,0.0002275423,0.0004626655,0.0001075226,0.0003760015,0.0001278967,0.0001585013,0.0008574484],"category_scores_gemma":[0.0007347143,0.00006086607,0.0001888477,0.0006113272,0.0001595204,0.0001769657,0.0001779507,0.0001921546,0.0003616249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871953,"about_ca_system_score_gemma":0.0003441376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003399682,"about_ca_topic_score_gemma":0.005221406,"domain_scores_codex":[0.9997972,0.00002775108,0.00001786918,0.00004542198,0.00006799932,0.00004378349],"domain_scores_gemma":[0.9996076,0.00003576522,0.0002180147,0.00001631876,0.00004093978,0.00008124503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005479476,0.0000343411,0.9431829,0.00007829086,0.00008287266,0.0006242479,0.00006580534,0.0004033817,0.006381586,0.00009043947,0.00104587,0.04746241],"study_design_scores_gemma":[0.00001011339,0.0001880133,0.993696,0.00002002975,0.00004117096,0.001994162,0.00007562841,0.0002315287,0.001337273,0.0000855106,0.00231753,0.00000312636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937146,0.002888982,0.0002290508,0.0001530068,0.000009701781,0.00001006247,0.001053185,0.00003229285,0.001909147],"genre_scores_gemma":[0.9975585,0.0006450608,0.0001563834,0.000045558,0.000007471227,0.000006295119,0.001297147,0.000008196879,0.0002753748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003399682,"threshold_uncertainty_score":0.006759763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530242724296016,"score_gpt":0.3326451749118376,"score_spread":0.3073427476688774,"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."}}