{"id":"W2429582314","doi":"10.1093/neuonc/now075.46","title":"LG-46INFERIOR OUTCOME AND POOR RESPONSE TO CONVENTIONAL THERAPIES IN PEDIATRIC LOW-GRADE GLIOMAS HARBORING THE BRAF V600E MUTATION","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"","keywords":"Medicine; Mutation; Oncology; Cancer research; Internal medicine; Genetics; Biology; 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":[0.0003282558,0.0002062057,0.0001735784,0.0003141629,0.0001428275,0.000393245,0.0001703058,0.0002392665,0.0007518378],"category_scores_gemma":[0.001050083,0.00007131876,0.0002054826,0.000387367,0.0002527098,0.0003101921,0.0002238663,0.0002937546,0.0001919279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386118,"about_ca_system_score_gemma":0.0002508862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226619,"about_ca_topic_score_gemma":0.002103741,"domain_scores_codex":[0.9998041,0.00004257116,0.00001866767,0.0000455424,0.00004417717,0.00004491671],"domain_scores_gemma":[0.9989699,0.0001457004,0.0005747583,0.00003286912,0.00007145759,0.0002054011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004203293,0.00001971213,0.9929532,0.0000140017,0.00002380598,0.000412946,0.0000390139,0.00009386291,0.0007788688,0.00001261654,0.00009578003,0.0051358],"study_design_scores_gemma":[0.000007410539,0.000316977,0.9964657,0.000007254887,0.00003090329,0.002168939,0.00007803852,0.0001603866,0.0004927041,0.00003550707,0.0002339385,0.000002372778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992622,0.0003290903,0.00005497563,0.00002407124,0.000001597756,0.000002116626,0.0001105611,0.000004101375,0.000211323],"genre_scores_gemma":[0.9995981,0.00008381924,0.00004033918,0.000009161535,0.000002546367,0.000002461909,0.0002139221,0.000001746102,0.00004787312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226619,"threshold_uncertainty_score":0.003907979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618405154966239,"score_gpt":0.3205223713707185,"score_spread":0.2943383198210561,"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."}}