{"id":"W4399787615","doi":"10.1093/neuonc/noae064.441","title":"LGG-50. POOR RESPONSE TO MEKI RE-INITIATION IN PEDIATRIC LOW-GRADE GLIOMA AFTER TREATMENT DISCONTINUATION. A PLGG TASKFORCE STUDY","year":2024,"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":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; University of Calgary; University of Alberta; Hospital for Sick Children","funders":"","keywords":"Discontinuation; Medicine; Glioma; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002229268,0.0004805713,0.0005282583,0.0004936167,0.0003247385,0.0006549126,0.000508509,0.0006632898,0.001005352],"category_scores_gemma":[0.001913524,0.0001858699,0.0005618412,0.0006490991,0.0002762862,0.0003516669,0.0003614572,0.0004508847,0.0004542518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009950413,"about_ca_system_score_gemma":0.0008829521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004471711,"about_ca_topic_score_gemma":0.006438862,"domain_scores_codex":[0.9990093,0.0004405162,0.0000709739,0.0001708566,0.0001540646,0.0001542157],"domain_scores_gemma":[0.9978462,0.0004475158,0.0008705531,0.0001401634,0.0001871773,0.0005083356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008947539,0.0003543453,0.9762121,0.00008777536,0.0002353168,0.0004770091,0.0001704323,0.0001749311,0.001163578,0.00002859253,0.001298812,0.01084955],"study_design_scores_gemma":[0.0007884203,0.004507483,0.991067,0.00002386001,0.0001715067,0.0006031461,0.0001505503,0.0002600941,0.0003553648,0.00002356915,0.002038957,0.00001010509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997241,0.0006397204,0.00006396874,0.0001148896,0.000007231516,0.00009349806,0.001189013,0.000009153958,0.00064153],"genre_scores_gemma":[0.9964754,0.0002416372,0.00008282716,0.0001463594,0.00001995851,0.0001136748,0.00252643,0.000008812865,0.0003849575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004471711,"threshold_uncertainty_score":0.01178968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396260610034954,"score_gpt":0.3312306650524043,"score_spread":0.3072680589520547,"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."}}