{"id":"W2763318399","doi":"10.3171/2017.6.peds17107","title":"Isolated optic nerve gliomas: a multicenter historical cohort study","year":2017,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Neurofibromatosis; Optic nerve; Retrospective cohort study; Glioma; Radiological weapon; Surgery; Cohort; Natural history; Cohort study; Optic neuropathy; Population; Radiology; Internal medicine; Ophthalmology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007462523,0.0002450608,0.0008454405,0.0006029516,0.0002947125,0.0002016147,0.0003172579,0.0000974055,0.00003751933],"category_scores_gemma":[0.002204428,0.0001923659,0.0004758263,0.0002736379,0.00004308966,0.0003970689,0.000123432,0.0005807204,0.00001883326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734712,"about_ca_system_score_gemma":0.0001744741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001893686,"about_ca_topic_score_gemma":5.600735e-7,"domain_scores_codex":[0.9972062,0.0001429052,0.001158003,0.0002843367,0.0008769351,0.0003316345],"domain_scores_gemma":[0.9965948,0.000341938,0.001480356,0.0007273677,0.0004894922,0.0003660237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007083872,0.00146178,0.943989,0.00004843867,0.00006124179,0.03362276,0.00004716167,0.000003249841,0.002007851,9.91806e-7,0.01786133,0.0001877844],"study_design_scores_gemma":[0.002191413,0.002210372,0.9849505,0.0000328331,0.0007777663,0.006746104,0.00002792411,0.0002023521,0.00009514172,0.000002774254,0.002579126,0.0001836627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949439,0.0003251503,0.00002709793,0.0008523403,0.003322905,0.0003577926,0.000003774397,0.00002772759,0.0001392798],"genre_scores_gemma":[0.9978635,0.0001082473,0.0001437999,0.0001479052,0.00124921,0.000003926809,8.552026e-7,0.0000479073,0.0004346037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0409615,"threshold_uncertainty_score":0.7844454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185613188173354,"score_gpt":0.2871822610076452,"score_spread":0.2553261291259117,"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."}}