{"id":"W4388551842","doi":"10.1093/neuonc/noad195","title":"Pediatric low-grade glioma: State-of-the-art and ongoing challenges","year":2023,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Deutsches Krebsforschungszentrum; Brain Tumour Charity; Pediatric Brain Tumor Foundation","keywords":"Medicine; Glioma; Clinical trial; Quality of life (healthcare); Disease; Natural history; Epidemiology; Intensive care medicine; Pathology; Internal medicine; Cancer research","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":[0.001372429,0.00059592,0.001376249,0.001734652,0.0002747008,0.001455795,0.0007969957,0.001066746,0.002835861],"category_scores_gemma":[0.002262297,0.0002503213,0.0007099035,0.002106838,0.0006070539,0.002252681,0.0007019124,0.002074763,0.001125557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119774,"about_ca_system_score_gemma":0.002373795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187944,"about_ca_topic_score_gemma":0.004234896,"domain_scores_codex":[0.9995676,0.00008669835,0.00007935543,0.00007313744,0.0001501848,0.00004312308],"domain_scores_gemma":[0.9983642,0.0009865309,0.0001689032,0.00003499857,0.0003680734,0.00007737726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007555792,0.00003588763,0.0002955787,0.01906522,0.0000715074,0.0001420574,0.00007816967,0.0004340433,0.0005056577,0.0053572,0.03312657,0.9408126],"study_design_scores_gemma":[0.00001155491,0.00009393873,0.0009927449,0.009390484,0.0001553397,0.001122209,0.0001243474,0.0001421414,0.0002792616,0.003481337,0.9841852,0.00002139423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009728205,0.9982334,0.00008124561,0.0008654339,0.0001370646,0.000002304512,0.00002210133,0.000007007802,0.0005540499],"genre_scores_gemma":[0.0006768875,0.9983479,0.0001397352,0.0004238971,0.0002161836,0.000004034087,0.00003520747,0.000001919396,0.0001542446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002835861,"threshold_uncertainty_score":0.009486914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757305325320381,"score_gpt":0.3544998617690252,"score_spread":0.2787693292369871,"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."}}