{"id":"W2941112345","doi":"10.1093/neuonc/noz036.159","title":"LGG-16. PREDICTORS OF OUTCOME IN BRAF-V600E PEDIATRIC GLIOMAS TREATED WITH BRAF INHIBITORS: A REPORT FROM THE PLGG TASKFORCE","year":2019,"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; Internal medicine; Cohort; Clinical trial; Chemotherapy; V600E; Mutation; Gene","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":[0.0007523481,0.0002273319,0.0002297403,0.0003729853,0.0001357123,0.0003173036,0.0001473188,0.0002093115,0.0003189833],"category_scores_gemma":[0.002157419,0.0000959119,0.0002587183,0.0005665241,0.0001854228,0.0001815813,0.0001680362,0.0002991827,0.0001178558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004125806,"about_ca_system_score_gemma":0.0003292905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005132163,"about_ca_topic_score_gemma":0.004960623,"domain_scores_codex":[0.99967,0.00009768208,0.00003175137,0.00005792563,0.00009000843,0.00005272514],"domain_scores_gemma":[0.9985008,0.0004378817,0.000681751,0.00004482621,0.0001535319,0.0001811123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004467101,0.00001549397,0.990681,0.00002488875,0.00005146563,0.0002441624,0.00004794783,0.0001375503,0.0003611137,0.000009215576,0.0003185562,0.007661969],"study_design_scores_gemma":[0.00001967191,0.0002326713,0.9975663,0.0000100464,0.00006347583,0.0007855506,0.00005100816,0.0001864118,0.0003651401,0.0000130082,0.0007035207,0.000003114112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968386,0.001781933,0.0001692191,0.00014552,0.000006625387,0.0000103726,0.0006196181,0.00001053647,0.0004175536],"genre_scores_gemma":[0.9984027,0.0005494119,0.00008625584,0.0000278571,0.00001142632,0.00001093759,0.000771463,0.000005165464,0.0001347582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005132163,"threshold_uncertainty_score":0.01020461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512197423658684,"score_gpt":0.2732683181594558,"score_spread":0.258146343922869,"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."}}