{"id":"W3014007830","doi":"10.1093/neuonc/noaa079","title":"Neuro-oncology in adolescents and young adults—an unmet need","year":2020,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Oncology; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001562307,0.0008353504,0.00209497,0.0006599108,0.0001024746,0.00003560133,0.0003612457,0.001810248,0.0001525405],"category_scores_gemma":[0.0005215995,0.0007749358,0.0002603756,0.0004844847,0.0002924969,0.0001092439,0.0003259198,0.003782257,0.0001670779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007110565,"about_ca_system_score_gemma":0.0006009511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480114,"about_ca_topic_score_gemma":0.0004372525,"domain_scores_codex":[0.9948608,0.0009511386,0.001013382,0.001649067,0.0004855159,0.001040046],"domain_scores_gemma":[0.9975275,0.0005653574,0.0004947889,0.0007636095,0.000134942,0.0005137412],"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":[0.001289494,0.001927107,0.09944109,0.0006226666,0.0001712473,0.08234381,0.0008355511,0.000001760764,0.02016262,0.00001229835,0.7736213,0.01957112],"study_design_scores_gemma":[0.01280208,0.009326312,0.01448266,0.0002946256,0.0006450246,0.002016016,0.0001500935,0.0001710994,0.0007323069,0.00004747195,0.9587887,0.0005436176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2391808,0.0006517755,0.000002572683,0.7516768,0.00358955,0.002298455,0.00009229354,0.0002064938,0.002301297],"genre_scores_gemma":[0.264029,0.0007311532,0.0001458446,0.7305881,0.003418674,0.000370155,0.0004843723,0.0002033009,0.00002932888],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1851674,"threshold_uncertainty_score":0.9994856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085261483489773,"score_gpt":0.2871557851113518,"score_spread":0.266303170276454,"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."}}