{"id":"W2529679074","doi":"10.1016/j.coi.2016.09.002","title":"Environmental control of autoimmune inflammation in the central nervous system","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Immunology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Allergy and Infectious Diseases; National Institutes of Health; Deutsche Forschungsgemeinschaft; Multiple Sclerosis Society; International Progressive MS Alliance; Mallinckrodt Pharmaceuticals; National Multiple Sclerosis Society; National Institute of Environmental Health Sciences; American Cancer Society","keywords":"Multiple sclerosis; Immune system; Genetic predisposition; Central nervous system; Immunology; Pathogenesis; Inflammation; Disease; Autoimmune disease; Demyelinating Disorder; Demyelinating disease; Experimental autoimmune encephalomyelitis; Autoimmunity; Microbiome; Neuroimmunology; Biology; Medicine; Neuroscience; Bioinformatics; Pathology; Antibody","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006619781,0.0003365941,0.001791139,0.0004882726,0.00004263273,0.000007979747,0.0004064692,0.0002758307,0.00004528023],"category_scores_gemma":[0.0002505057,0.0001929049,0.0003183561,0.0002334883,0.0003403413,0.00005346655,0.0001586541,0.0007308681,0.00007696525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392996,"about_ca_system_score_gemma":0.0001989053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002680513,"about_ca_topic_score_gemma":0.000001515077,"domain_scores_codex":[0.9964318,0.001059931,0.001295503,0.0003377138,0.0003498327,0.0005252745],"domain_scores_gemma":[0.9982314,0.0006137958,0.0005190657,0.000581511,0.0000236077,0.00003065621],"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":[0.00006610774,0.0001557066,0.0005106992,0.01654918,0.0001651901,0.0000024789,0.0002704765,4.463775e-7,0.00006522686,0.00035104,0.00007939019,0.981784],"study_design_scores_gemma":[0.002744783,0.0001623965,0.0573517,0.0542487,0.00007417954,0.00005238075,0.0002236076,0.00002383296,0.000001795226,0.000003027325,0.8849419,0.0001717131],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001948633,0.994321,0.00004644658,0.0001370519,0.002622468,0.002491838,0.0001062215,0.00001930711,0.00006078841],"genre_scores_gemma":[0.01533764,0.98348,0.00000489506,0.00000132789,0.000307537,0.0006411622,0.0001948255,0.00002467666,0.000007924061],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9816123,"threshold_uncertainty_score":0.7866435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856119389597327,"score_gpt":0.3702440901150023,"score_spread":0.291682896219029,"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."}}