{"id":"W3028415293","doi":"10.1200/po.19.00298","title":"Outcomes of BRAF V600E Pediatric Gliomas Treated With Targeted BRAF Inhibition","year":2020,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta; SickKids Foundation; University of Toronto; Stollery Children's Hospital; Hospital for Sick Children","funders":"National Cancer Institute","keywords":"Medicine; CDKN2A; Glioma; Internal medicine; Oncology; Discontinuation; Concomitant; V600E; Chemotherapy; Cancer research; Mutation; Cancer; 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":[0.0001193679,0.0002297272,0.0007792164,0.0002694524,0.00005034253,0.000008526637,0.00007347263,0.0002262789,0.0005408567],"category_scores_gemma":[0.0002537271,0.0001508374,0.0001531834,0.0007232839,0.00006246839,0.00008104764,0.00006445698,0.0001594406,0.0001191463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294978,"about_ca_system_score_gemma":0.0001621659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004780201,"about_ca_topic_score_gemma":0.00002404508,"domain_scores_codex":[0.9983587,0.0001089376,0.0005047814,0.0004119184,0.0003626115,0.0002530825],"domain_scores_gemma":[0.9985793,0.0004033237,0.0002680434,0.0002636147,0.0002106954,0.0002750866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00190461,0.002562727,0.9429617,0.00008198193,0.0002982955,0.001216986,0.0005751599,0.00003432561,0.0184507,0.0001204723,0.01102187,0.0207712],"study_design_scores_gemma":[0.01683294,0.01157225,0.8883642,0.00005189333,0.0008543014,0.0001338311,0.0001590617,0.0001702782,0.07454718,0.0000852567,0.006975085,0.0002537127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909962,0.0003703285,0.00007093707,0.005965592,0.00008820385,0.0007156758,0.00003043918,0.0001076811,0.00165494],"genre_scores_gemma":[0.9972134,0.0001109307,0.001291286,0.0009775752,0.0001375221,0.00006956324,0.0001018394,0.00003116318,0.00006677951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05609648,"threshold_uncertainty_score":0.615097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481573778878417,"score_gpt":0.2994300955933155,"score_spread":0.2746143578045314,"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."}}