{"id":"W3033743882","doi":"10.1212/nxi.0000000000000765","title":"Serum antibodies to phosphatidylcholine in MS","year":2020,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Allergy and Infectious Diseases; University of California, San Francisco; National Institutes of Health; Deutsche Forschungsgemeinschaft; Banco Santander; Mallinckrodt Pharmaceuticals; National Multiple Sclerosis Society; American Cancer Society","keywords":"Antibody; Medicine; Lactosylceramide; Immunology; Nephelometry; Multiple sclerosis; Biomarker; Clinically isolated syndrome; Internal medicine; Gastroenterology; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001841166,0.0003742389,0.0007367266,0.0004730189,0.0001430645,0.00002485782,0.0003336137,0.0002187267,0.0001661384],"category_scores_gemma":[0.002797199,0.0003755708,0.0001249053,0.0009098916,0.0002678897,0.0002056443,0.0004394646,0.001171633,0.0006208379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002810139,"about_ca_system_score_gemma":0.00008400598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002668709,"about_ca_topic_score_gemma":0.00004450528,"domain_scores_codex":[0.9967133,0.0004191295,0.0007480475,0.0009516301,0.000358761,0.0008091357],"domain_scores_gemma":[0.9985239,0.0003363294,0.0001510965,0.0005554009,0.0001702204,0.0002630665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00405299,0.0002013857,0.1744313,0.00012046,0.00006321044,0.001052155,0.001027586,0.0006744344,0.7942683,0.0001822961,0.002142855,0.02178307],"study_design_scores_gemma":[0.00273819,0.002084973,0.9600295,0.00001846466,0.00002444329,0.0001427031,0.00001937832,0.002294799,0.01558338,0.0000209524,0.01684381,0.0001993501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357457,0.0001172189,0.00003061609,0.1613984,0.000295909,0.001167053,0.00001297503,0.0002717767,0.0009603617],"genre_scores_gemma":[0.974771,0.0006689595,0.0001684953,0.02394653,0.0002086209,0.00008095498,0.00002758497,0.0000670131,0.00006084242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7855983,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134876299619859,"score_gpt":0.3008483055213353,"score_spread":0.2594995425251367,"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."}}