{"id":"W4280556272","doi":"10.3389/fneur.2022.912050","title":"Testing for Antibodies Against Aquaporin-4 and Myelin Oligodendrocyte Glycoprotein in the Diagnosis of Patients With Suspected Autoimmune Myelopathy","year":2022,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"London Health Sciences Foundation; London Health Sciences Centre","keywords":"Medicine; Myelin oligodendrocyte glycoprotein; Multiple sclerosis; Myelopathy; Neuromyelitis optica; Immunology; Antibody; Aquaporin 4; Neurology; Cerebrospinal fluid; Oligodendrocyte; Myelin; Experimental autoimmune encephalomyelitis; Pathology; Spinal cord; Internal medicine; Central nervous system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001046738,0.0008633478,0.001865936,0.004157173,0.00020739,0.000855822,0.0009676758,0.00105108,0.002697334],"category_scores_gemma":[0.002674828,0.0002578554,0.0007634207,0.002938238,0.0004263954,0.0009218604,0.0005469098,0.001043812,0.001095928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005385115,"about_ca_system_score_gemma":0.001346258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458745,"about_ca_topic_score_gemma":0.002452647,"domain_scores_codex":[0.9995723,0.0001018217,0.0001072128,0.00005788413,0.0001378219,0.00002289103],"domain_scores_gemma":[0.9989541,0.0006699438,0.0001405151,0.00001452824,0.0001871269,0.00003386094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001027191,0.00003500025,0.0005698759,0.06860873,0.0002979454,0.0004689898,0.000079091,0.0001492442,0.0006431625,0.001011178,0.01820984,0.9098242],"study_design_scores_gemma":[0.00008696554,0.000180015,0.006382803,0.09730669,0.00181775,0.0103239,0.0002431505,0.0001320163,0.0007346713,0.001993533,0.8807346,0.00006385616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006077614,0.99938,0.00003055456,0.0001108815,0.00008383732,0.000003405198,0.00001185803,0.000002327027,0.000316278],"genre_scores_gemma":[0.0004393126,0.9992256,0.00008171298,0.00009095734,0.0000642689,0.000004031089,0.00001787055,5.857254e-7,0.00007561693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004157173,"threshold_uncertainty_score":0.009023547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573720853878735,"score_gpt":0.3119657132174644,"score_spread":0.2562285046786771,"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."}}