{"id":"W4311463033","doi":"10.1093/brain/awac480","title":"Clinical and MRI measures to identify non-acute MOG-antibody disease in adults","year":2022,"lang":"en","type":"article","venue":"Brain","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novartis Pharma; Idorsia Pharmaceuticals; H. Lundbeck A/S; University College London Hospitals NHS Foundation Trust; Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; Schweizerische Multiple Sklerose Gesellschaft; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Chugai Pharmaceutical; MedDay Pharmaceuticals; Ministero della Salute; University College London; Bundesministerium für Bildung und Forschung; Guarantors of Brain; Multiple Sclerosis Society of Canada; UCB Pharma; Argenx; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Multiple Sclerosis Society; European Committee for Treatment and Research in Multiple Sclerosis; Eli Lilly and Company; Bristol-Myers Squibb; Celgene; Fondazione Italiana Sclerosi Multipla; Biogen; Alexion Pharmaceuticals; Mylan; Rosetrees Trust; Sanofi; National Institute for Health and Care Research; Medical Research Council; Teva Pharmaceutical Industries; Sanofi Genzyme; Universität Basel","keywords":"Neuromyelitis optica; Medicine; Myelin oligodendrocyte glycoprotein; Multiple sclerosis; Spectrum disorder; Expanded Disability Status Scale; Acute disseminated encephalomyelitis; Disease; White matter; Pathology; Internal medicine; Immunology; Magnetic resonance imaging; Radiology; Experimental autoimmune encephalomyelitis; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009627656,0.000328641,0.0003114907,0.001127967,0.0002852156,0.0004174807,0.0002470519,0.0004917303,0.001460183],"category_scores_gemma":[0.003241077,0.0002319634,0.0002560816,0.000824029,0.0002903595,0.0006022568,0.0004017333,0.000333187,0.0003507821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266182,"about_ca_system_score_gemma":0.0002614714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950143,"about_ca_topic_score_gemma":0.00252735,"domain_scores_codex":[0.9995307,0.0001219851,0.0001298289,0.00009449304,0.00007602504,0.00004700906],"domain_scores_gemma":[0.9984055,0.000305137,0.000894362,0.00006914268,0.0001560557,0.0001698986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003664772,0.00001670114,0.9992571,0.000006486703,0.000009199219,0.00003004227,0.00003857229,0.00001791391,0.00005782693,0.000007183625,0.00005589394,0.0004663794],"study_design_scores_gemma":[0.000004403926,0.0001058037,0.9993312,0.000005963566,0.000006295658,0.0002620389,0.00007171326,0.00007830618,0.0000331414,0.00001071711,0.00008880066,0.000001601622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981786,0.0003096983,0.0001643535,0.00004676736,0.000005042547,0.00003245627,0.0006726533,0.000004802812,0.00058567],"genre_scores_gemma":[0.9985374,0.0001060034,0.0003093508,0.00003665952,0.000009186555,0.00004262624,0.0007819381,0.000001552486,0.0001751649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001950143,"threshold_uncertainty_score":0.005091667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05974072139330611,"score_gpt":0.4439081984550095,"score_spread":0.3841674770617033,"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."}}