{"id":"W4399787756","doi":"10.1093/neuonc/noae064.579","title":"NFS-21. DEMOGRAPHIC, CLINICAL AND IMAGING CHARACTERISTICS OF NEWLY DIAGNOSED OPTIC PATHWAY GLIOMAS ASSOCIATED WITH NF1: RESULTS FROM THE INTERNATIONAL MULTICENTER NF1-OPG NATURAL HISTORY STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Natural history; Medicine; Natural history study; Neuroimaging; Multicenter study; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006221289,0.0002440848,0.0006131979,0.0001655991,0.0000661992,0.00004709861,0.0002260117,0.0001150574,0.00003705038],"category_scores_gemma":[0.002000674,0.0001611661,0.0001524248,0.0001785034,0.0004392078,0.000110898,0.0001732401,0.000765513,0.000006606995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355656,"about_ca_system_score_gemma":0.0003058924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047907,"about_ca_topic_score_gemma":0.0001004149,"domain_scores_codex":[0.9973167,0.0005197544,0.0008856771,0.0006242594,0.0003975687,0.000256052],"domain_scores_gemma":[0.9935606,0.005418938,0.0003304807,0.0003566436,0.0001947209,0.0001386476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004029963,0.002038919,0.8849431,0.00003239264,0.0007894113,0.01808936,0.002472549,5.475626e-7,0.0653513,0.00005859935,0.01016723,0.01202665],"study_design_scores_gemma":[0.009091297,0.002418914,0.9615401,0.0002336544,0.0005906579,0.0003967656,0.0005133524,0.002817518,0.000332202,0.000008375195,0.02186274,0.0001944136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910018,0.0007723969,0.000003957959,0.003953384,0.003136881,0.0005972234,0.0001682697,0.0001026582,0.0002633649],"genre_scores_gemma":[0.9974726,0.00009577527,0.0001497968,0.001656751,0.000397099,0.0000262201,0.0001160566,0.00004481894,0.00004088066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07659704,"threshold_uncertainty_score":0.6572161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835238288862488,"score_gpt":0.2993093087797125,"score_spread":0.2709569258910876,"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."}}