{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007777587,0.0003021787,0.0002335512,0.001228176,0.0003459451,0.0004519441,0.0003680238,0.0003371771,0.001626606],"category_scores_gemma":[0.002101655,0.0001856446,0.0003377251,0.0008181803,0.0002633794,0.0006263571,0.0004828561,0.0002643321,0.0003509969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664288,"about_ca_system_score_gemma":0.0002511408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003218905,"about_ca_topic_score_gemma":0.004185901,"domain_scores_codex":[0.999552,0.00009507602,0.00007372313,0.0001136926,0.00009847197,0.00006705983],"domain_scores_gemma":[0.9976485,0.0003099364,0.001432022,0.00009801077,0.0001586222,0.000352849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000425141,0.00001207254,0.9995004,0.000002382752,0.00000766759,0.00003967302,0.00002477757,0.00001122754,0.00006585541,0.000003235408,0.00003100775,0.0002592378],"study_design_scores_gemma":[0.000003486586,0.00005535114,0.9992135,0.000002576819,0.000006359795,0.0004659289,0.00009055172,0.00003988413,0.00003973796,0.000004468457,0.00007682942,0.000001429854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989392,0.0000908478,0.00002321229,0.00001021908,0.000001409115,0.00001248164,0.0006398327,0.000002114691,0.0002807282],"genre_scores_gemma":[0.9989255,0.00003621883,0.00004889143,0.000009185744,0.000004404234,0.00001516916,0.0008793193,0.000001366066,0.00007994291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218905,"threshold_uncertainty_score":0.006400347,"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."}}