{"id":"W4410788376","doi":"10.3389/fneur.2025.1606149","title":"Editorial: Recent advances in diagnosis and treatment of brain tumors: from pediatrics to adults","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Pediatrics; Neuroimaging; Intensive care medicine; Psychiatry","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":[0.003104461,0.004112942,0.004016129,0.003181147,0.001453219,0.004064237,0.003852746,0.009145523,0.01382758],"category_scores_gemma":[0.01512564,0.001074495,0.002684386,0.001433301,0.001817798,0.004253529,0.001032342,0.01505187,0.01034915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152013,"about_ca_system_score_gemma":0.001482493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496835,"about_ca_topic_score_gemma":0.002164835,"domain_scores_codex":[0.9974697,0.0003872628,0.0004281774,0.000441063,0.001032975,0.0002408437],"domain_scores_gemma":[0.9851422,0.006320769,0.000981767,0.0002874761,0.005514374,0.001753375],"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":[0.0001318724,0.00002767981,0.000100157,0.0007523191,0.00004500368,0.0001750643,0.00001469792,0.00006591826,0.000099554,0.0002425204,0.9858043,0.01254099],"study_design_scores_gemma":[0.0001599231,0.0001118989,0.0009645157,0.001283775,0.0001570907,0.0008534527,0.00006919487,0.0003228901,0.0003050407,0.0008994931,0.9948264,0.00004639772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001035176,0.01006602,0.0001594804,0.02562313,0.962877,0.00002374616,0.000104035,0.00008568375,0.000957283],"genre_scores_gemma":[0.000457293,0.007361362,0.00007650161,0.01685455,0.9729398,0.0000167334,0.00005189041,0.0000250199,0.002216783],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01382758,"threshold_uncertainty_score":0.04625791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005139853320443799,"score_gpt":0.260835562144044,"score_spread":0.2556957088236002,"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."}}