{"id":"W4297231406","doi":"10.1016/s1474-4422(22)00200-9","title":"Diagnosis and classification of optic neuritis","year":2022,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Chugai Pharmaceutical; National Institute of Neurological Disorders and Stroke; IXICO; National Institute of Mental Health; Sanofi Genzyme; Daewoong Pharmaceutical Company; Sanofi; Multiple Sclerosis International Federation; National Institute on Aging; CSL Behring; Ministry of Education, Science and Technology; Celltrion; Eisai; Handok; Teva Pharmaceutical Industries; National Research Foundation of Korea; National Multiple Sclerosis Society; Vrije Universiteit Amsterdam; National Research Foundation; University College London; Multiple Sclerosis Society; European Committee for Treatment and Research in Multiple Sclerosis; Fondation Charcot; Biogen; Celgene; Bundesministerium für Bildung und Forschung; U.S. Department of State; Deutsche Forschungsgemeinschaft; Alexion Pharmaceuticals","keywords":"Optic neuritis; Medicine; Myelin oligodendrocyte glycoprotein; Multiple sclerosis; Neuromyelitis optica; Optic nerve; Ophthalmology; Immunology","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":[0.004160549,0.001577382,0.006427149,0.008992276,0.0003283462,0.002198465,0.00252158,0.00164764,0.004491128],"category_scores_gemma":[0.01006212,0.0006263434,0.004291241,0.006175708,0.001444436,0.001912564,0.001239295,0.001901196,0.0007421323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002612156,"about_ca_system_score_gemma":0.00416631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422183,"about_ca_topic_score_gemma":0.02100841,"domain_scores_codex":[0.9971123,0.0007143785,0.0009810632,0.0003579466,0.0007095729,0.0001246038],"domain_scores_gemma":[0.9954181,0.002644819,0.001167093,0.00008583633,0.0005993854,0.00008490858],"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":[0.0004296215,0.00004424691,0.001709411,0.3260681,0.004486812,0.0001187924,0.0001253216,0.0003764508,0.0003547839,0.002490848,0.02303495,0.6407607],"study_design_scores_gemma":[0.001547388,0.00061634,0.02083589,0.5176362,0.04231659,0.002810116,0.0007287288,0.0007227572,0.0005694473,0.007948469,0.4040394,0.0002285504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000851919,0.9993398,0.00004638575,0.000129174,0.0001775806,0.00001373858,0.00005683843,0.000002421239,0.0001488473],"genre_scores_gemma":[0.002246554,0.996666,0.0003486241,0.0002956312,0.0001924553,0.00001932563,0.000128491,0.00000170618,0.0001010931],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01422183,"threshold_uncertainty_score":0.02827805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3028653037930656,"score_gpt":0.4205522329139542,"score_spread":0.1176869291208886,"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."}}