{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003906583,0.0001694916,0.001567865,0.0001097474,0.00008825529,0.00000602926,0.0002547099,0.00009595497,0.0002271556],"category_scores_gemma":[0.0008440563,0.0001054685,0.0001449944,0.0002115719,0.0003254864,0.00001244792,0.0003527623,0.0007687627,0.00001275125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001565587,"about_ca_system_score_gemma":0.00006198351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531879,"about_ca_topic_score_gemma":0.000005532566,"domain_scores_codex":[0.9982776,0.000620753,0.0003244237,0.0003023752,0.0002162591,0.0002586102],"domain_scores_gemma":[0.9972532,0.001892652,0.0002027245,0.0005792079,0.00002607674,0.00004618549],"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":[0.00004075869,0.00004517535,0.0005204561,0.007288022,0.0001206555,0.00003065689,0.00003761446,9.908783e-8,0.000002934035,0.0001521942,0.004938578,0.9868228],"study_design_scores_gemma":[0.0002871569,0.0003293011,0.01505556,0.0003449234,0.0003536603,0.0001757297,0.000003496297,0.00001503351,2.391462e-7,0.00001527827,0.9833589,0.00006075199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008509704,0.9927271,3.416889e-7,0.004426286,0.0001277614,0.0009107265,0.00006194556,0.0000267865,0.0008680638],"genre_scores_gemma":[0.0003735109,0.9979373,0.00001812514,0.000352862,0.000286515,0.0009142123,0.00003499357,0.00002923641,0.00005323073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867621,"threshold_uncertainty_score":0.430088,"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."}}