{"id":"W2584529513","doi":"10.1136/jnnp-2016-315106.146","title":"COMPLEMENT ACTIVATION IN MULTIPLE SCLEROSIS AND NMO SPECTRUM DISORDERS","year":2016,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Multiple sclerosis; Complement system; Multiplex; Receiver operating characteristic; Analyte; Medicine; Immunology; Chemistry; Internal medicine; Antibody; Bioinformatics; Biology; Chromatography","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":[0.002054765,0.0005062731,0.0004625449,0.002227588,0.0002599239,0.0005991183,0.0002415661,0.0004679836,0.0008207964],"category_scores_gemma":[0.003794852,0.0001602699,0.0003117625,0.001140747,0.0005092189,0.0004130118,0.0005909835,0.0004033598,0.0001218084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405511,"about_ca_system_score_gemma":0.0005412236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004360848,"about_ca_topic_score_gemma":0.00351146,"domain_scores_codex":[0.998778,0.0005532816,0.0001342513,0.000159851,0.0002987903,0.00007565351],"domain_scores_gemma":[0.9983439,0.0006594224,0.0006613126,0.000057468,0.0001504983,0.0001272658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002011795,0.0001446709,0.9345148,0.000308422,0.0003839293,0.0008015499,0.0001943048,0.00172075,0.006449048,0.0006209704,0.0005190064,0.05233074],"study_design_scores_gemma":[0.0000321215,0.0005495374,0.9881704,0.0001149263,0.0001124084,0.003252888,0.0001259626,0.003646882,0.001475916,0.001189318,0.001309383,0.00002037055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779909,0.0175437,0.001438587,0.0003304917,0.0000297909,0.00003771734,0.0001868121,0.00003040595,0.002411556],"genre_scores_gemma":[0.9975922,0.001255558,0.0008530257,0.0000403656,0.00002329745,0.0000102962,0.00007332787,0.000001818108,0.0001501003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004360848,"threshold_uncertainty_score":0.01086676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249144821995677,"score_gpt":0.2806457479233548,"score_spread":0.2381542997033981,"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."}}