{"id":"W4400673875","doi":"10.3390/curroncol31070299","title":"Canadian Consensus for Treatment of BRAF V600E Mutated Pediatric and AYA Gliomas","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Agricultural Research Institute of Ontario; Université de Montréal; Hospital for Sick Children; Centre Hospitalier Universitaire de Sherbrooke; McMaster Children's Hospital; London Health Sciences Centre; Montreal Children's Hospital; University of Toronto; Western University; Alberta Children's Hospital; Izaak Walton Killam Health Centre; University of Manitoba; Health Sciences Centre; CancerCare Manitoba; University of Alberta; BC Children's Hospital; Université Laval; Women and Children’s Health Research Institute; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University","funders":"","keywords":"Discontinuation; Medicine; Consensus algorithm; Glioma; Clinical trial; Pediatrics; Oncology; Internal medicine; Cancer research; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02180361,0.000938559,0.0008752617,0.004846431,0.005006416,0.00254364,0.00491093,0.003453742,0.005972523],"category_scores_gemma":[0.04747977,0.0004999614,0.002365869,0.003339211,0.002343787,0.001500463,0.003123037,0.005393145,0.001969855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06051119,"about_ca_system_score_gemma":0.2866133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7773323,"about_ca_topic_score_gemma":0.8477417,"domain_scores_codex":[0.97784,0.005161094,0.003287665,0.00113127,0.0104451,0.002134826],"domain_scores_gemma":[0.8967459,0.004031797,0.003589058,0.001130754,0.08503923,0.009463387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001341732,0.00009266576,0.01294994,0.002082544,0.0001441668,0.0006007806,0.00194113,0.003263523,0.001209785,0.01607073,0.7605517,0.200959],"study_design_scores_gemma":[0.000103241,0.00006455171,0.01325907,0.003706556,0.0001713179,0.0008835841,0.001410783,0.001876242,0.001146824,0.0055881,0.9716319,0.0001577619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01922731,0.06681938,0.07650308,0.6114932,0.0239057,0.006252052,0.009373979,0.00103371,0.1853917],"genre_scores_gemma":[0.3037598,0.07487553,0.4310996,0.09113811,0.004069989,0.004673573,0.01836633,0.000785289,0.07123175],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2226677,"threshold_uncertainty_score":0.4479581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08438734619260406,"score_gpt":0.4003292177492886,"score_spread":0.3159418715566846,"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."}}