{"id":"W4403209191","doi":"10.1007/s00381-024-06639-7","title":"Molecular markers for pediatric low-grade glioma","year":2024,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"CDKN2A; ATRX; Glioma; Profiling (computer programming); Pilocytic astrocytoma; Medicine; Bioinformatics; Biology; Oncology; Cancer research; Gene; Astrocytoma; Genetics; Mutation; Computer science","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":[0.0005218504,0.0008202802,0.0015321,0.002124164,0.0001460535,0.0008322832,0.0007704555,0.0007960423,0.002516045],"category_scores_gemma":[0.001182986,0.0002920576,0.0008154662,0.001889361,0.0002911102,0.0009365504,0.0005273939,0.001573841,0.0009791226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006311216,"about_ca_system_score_gemma":0.001090989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001896386,"about_ca_topic_score_gemma":0.003870235,"domain_scores_codex":[0.9998386,0.00003077968,0.00003561411,0.00003370777,0.00004575795,0.00001552462],"domain_scores_gemma":[0.9995608,0.0002386758,0.0000919764,0.00001034492,0.00007341486,0.00002482268],"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":[0.00008807055,0.00003195657,0.0003828231,0.01502495,0.0001899253,0.0001523096,0.00002585104,0.000367494,0.0006432438,0.0009898999,0.02443749,0.957666],"study_design_scores_gemma":[0.00009580128,0.0002246195,0.003332565,0.0159409,0.001441095,0.002269183,0.00007360409,0.0002735913,0.0009707428,0.002044104,0.9732861,0.0000477344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005940175,0.9994215,0.00005656308,0.0001200067,0.00007733033,0.000002139517,0.0000160255,0.000004171788,0.0002429364],"genre_scores_gemma":[0.0007119169,0.9985566,0.0001682675,0.0001958977,0.0001007168,0.000004058425,0.00004287012,0.000001160978,0.0002186777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002516045,"threshold_uncertainty_score":0.008416951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046685090918448,"score_gpt":0.3002065238565071,"score_spread":0.2797396729473226,"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."}}