{"id":"W2119987649","doi":"10.1111/bpa.12099","title":"The Pathology of an Autoimmune Astrocytopathy: Lessons Learned from Neuromyelitis Optica","year":2013,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Institutes of Health; Multiple Sclerosis Society; Saskatchewan Health Research Foundation; National Institute of Neurological Disorders and Stroke; Guthy-Jackson Charitable Foundation","keywords":"Neuromyelitis optica; Multiple sclerosis; Optic neuritis; Pathology; Myelitis; Aquaporin 4; Glial fibrillary acidic protein; Experimental autoimmune encephalomyelitis; Myelin; Astrocyte; Autoantibody; Myelin basic protein; Medicine; Immunology; Myelin oligodendrocyte glycoprotein; Demyelinating disease; Gliosis; Demyelinating Disorder; Central nervous system; Antibody; Spinal cord; Internal medicine; Immunohistochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001285261,0.0007332587,0.003869202,0.0003072724,0.0003332947,0.00004745633,0.0009738508,0.0007920852,0.0002577715],"category_scores_gemma":[0.006309255,0.0004567973,0.0007445618,0.0003569141,0.001491615,0.00007845023,0.000882005,0.001576497,0.0003218554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128002,"about_ca_system_score_gemma":0.0006024116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009509939,"about_ca_topic_score_gemma":0.00003740406,"domain_scores_codex":[0.9930542,0.002778674,0.001416844,0.001174659,0.0005110479,0.001064565],"domain_scores_gemma":[0.9922191,0.004222966,0.0007630361,0.002197948,0.0003223995,0.0002745635],"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":[0.00004520184,0.0001366845,0.000007848803,0.00144028,0.0002241945,0.0008336378,0.0002112717,2.886348e-7,0.00099635,0.0003221756,0.001162302,0.9946198],"study_design_scores_gemma":[0.001015254,0.0009685165,0.004912151,0.001947783,0.0004998903,0.0008460193,0.0001584421,0.00003059457,0.0000153501,0.0002158366,0.9890503,0.0003398677],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001188791,0.9899508,0.00007696013,0.004818855,0.0004769065,0.002019488,0.0004528116,0.0001220618,0.0008933445],"genre_scores_gemma":[0.0001649215,0.994013,0.002178075,0.0002072631,0.0004475694,0.0008624571,0.0005810662,0.0001468659,0.001398759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942799,"threshold_uncertainty_score":0.9997884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965599611296776,"score_gpt":0.4194092782411628,"score_spread":0.2228493171114851,"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."}}