{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003917699,0.0001502017,0.0002855839,0.0003065332,0.00007226915,0.0000170699,0.00007343048,0.00009332802,0.00008375545],"category_scores_gemma":[0.0005572886,0.00008516428,0.00006891309,0.0002626893,0.00007337423,0.00006551903,0.00005549151,0.0001113932,0.00006873924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667488,"about_ca_system_score_gemma":0.0001229873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001914339,"about_ca_topic_score_gemma":0.00006098738,"domain_scores_codex":[0.9986493,0.0002857315,0.0003245795,0.0003007904,0.0001834622,0.000256134],"domain_scores_gemma":[0.9978847,0.001659298,0.00009339768,0.0001857396,0.00005295802,0.0001239242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512503,0.0005269985,0.6597964,0.00002286114,0.00003890862,0.001097058,0.0005072547,0.000003299444,0.3190232,0.0003254887,0.0003868697,0.01675922],"study_design_scores_gemma":[0.006766791,0.001403721,0.9644079,0.0000242226,0.0000931479,0.0002245941,0.00009060696,0.0000147607,0.008132245,0.00009538375,0.01864211,0.0001045631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361516,0.0003643398,0.00001177024,0.0624625,0.0003265679,0.0005727197,0.000009416679,0.00003457307,0.00006653553],"genre_scores_gemma":[0.9971209,0.0001345401,0.0001149656,0.002182525,0.0001759206,0.0002078344,0.000002367298,0.00002066193,0.0000402918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108909,"threshold_uncertainty_score":0.3472899,"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."}}