{"id":"W2808988165","doi":"10.1093/neuonc/noy059.399","title":"LGG-59. REMARKABLE OBJECTIVE RESPONSE AND FAVORABLE SURVIVAL FOR BRAF-V600E CHILDHOOD LOW-GRADE GLIOMAS TO BRAF INHIBITORS COMPARED CONVENTIONAL CHEMOTHERAPY","year":2018,"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":"University of Alberta; Université Laval; Stollery Children's Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Glioma; Chemotherapy; V600E; Internal medicine; Pilocytic astrocytoma; Discontinuation; Radiation therapy; Cancer research; Astrocytoma; Mutation; 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":[0.0003617644,0.0001794934,0.0004229613,0.0002524441,0.0001270604,0.0003540092,0.0001324742,0.0001616612,0.001706448],"category_scores_gemma":[0.0005196881,0.00005942842,0.0002583003,0.0002280433,0.0001446235,0.0001627912,0.000242725,0.0003718332,0.0004054202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609817,"about_ca_system_score_gemma":0.0003347697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020796,"about_ca_topic_score_gemma":0.003803616,"domain_scores_codex":[0.9997793,0.00005398251,0.00001582013,0.00005456813,0.00004122139,0.00005507715],"domain_scores_gemma":[0.9997384,0.00005099218,0.00005207429,0.00003137457,0.00001726427,0.0001099097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04502651,0.002171522,0.4351197,0.000496694,0.0007049455,0.002715037,0.0003056322,0.001669,0.1329637,0.0004938275,0.006134933,0.3721985],"study_design_scores_gemma":[0.001160189,0.02505329,0.9326343,0.00005016915,0.0003994415,0.003516341,0.0001816127,0.0008541123,0.0217908,0.0003200627,0.01401791,0.00002179476],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919985,0.002251511,0.0004022358,0.0002380788,0.00003535116,0.00004442812,0.001074115,0.0000652848,0.003890633],"genre_scores_gemma":[0.9966809,0.000507044,0.000226915,0.0001409139,0.00001502019,0.00001966688,0.001666342,0.00001657839,0.0007265123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002020796,"threshold_uncertainty_score":0.005708635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906882292449606,"score_gpt":0.3096539060108726,"score_spread":0.2905850830863765,"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."}}