{"id":"W4387802367","doi":"10.1016/j.msard.2023.105093","title":"Progression independent of relapses in aquaporin4-IgG-seropositive neuromyelitis optica spectrum disorder, myelin oligodendrocyte glycoprotein antibody-associated disease, and multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Genentech","keywords":"Multiple sclerosis; Medicine; Neuromyelitis optica; Myelin oligodendrocyte glycoprotein; Spectrum disorder; Optic neuritis; Expanded Disability Status Scale; Relapsing remitting; Internal medicine; Gastroenterology; Immunology; Psychiatry; Experimental autoimmune encephalomyelitis","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":[0.001031971,0.0003630499,0.0005007708,0.0006844821,0.0009710325,0.0009828602,0.0004049311,0.0006289758,0.002923521],"category_scores_gemma":[0.002207317,0.0002411043,0.0008817078,0.0004891891,0.0003279531,0.000769532,0.0005442963,0.001457905,0.0004211166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522941,"about_ca_system_score_gemma":0.001085899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008072344,"about_ca_topic_score_gemma":0.006668148,"domain_scores_codex":[0.9995114,0.0001212758,0.000027599,0.00009439953,0.00006828878,0.0001770553],"domain_scores_gemma":[0.9983247,0.0002390229,0.0004670175,0.0001876101,0.0001840885,0.0005975774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02522198,0.001406307,0.94357,0.00007756258,0.0004863675,0.0009983405,0.0004717091,0.0002404646,0.005153215,0.0002911385,0.001090577,0.02099231],"study_design_scores_gemma":[0.0001077061,0.001064312,0.9969935,0.00000802426,0.0001299023,0.00061648,0.000131327,0.0002300465,0.000211417,0.0001231846,0.0003738813,0.00001019926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970697,0.0006632297,0.00004095857,0.00006899599,0.00002234889,0.00001259861,0.000317622,0.00001694473,0.00178759],"genre_scores_gemma":[0.9985291,0.0001246379,0.00002320778,0.00003037747,0.00001990931,0.000006322698,0.0003312697,0.000003143205,0.0009320228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008072344,"threshold_uncertainty_score":0.0160507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772519443667449,"score_gpt":0.2795204740821587,"score_spread":0.2517952796454842,"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."}}