{"id":"W2135521314","doi":"10.1212/wnl.0b013e318249f6f0","title":"The evidence for a role of B cells in multiple sclerosis","year":2012,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Multiple Sclerosis Society; University of Sydney; Multiple Sclerosis Society of Canada; GW Pharmaceuticals; Vertex Pharmaceuticals; Ironwood Pharmaceuticals, Incorporated; Five Prime Therapeutics; Wellcome Trust; Fondazione Italiana Sclerosi Multipla; Merz Pharmaceuticals; Teva Pharmaceutical Industries; GlaxoSmithKline; Biogen; Sanofi; Multiple Sclerosis Australia; Pfizer","keywords":"Multiple sclerosis; Pathogenesis; Etiology; Disease; Antigen; Immune system; Clinically isolated syndrome; Monoclonal antibody; B cell","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":[0.0005504437,0.00007626631,0.0002099429,0.00006301645,0.00007273806,0.000003247991,0.0001240348,0.00006003652,0.00001166252],"category_scores_gemma":[0.002400322,0.00005021481,0.00006765636,0.0001208801,0.0001989719,0.00005386356,0.0001004657,0.0001661642,0.00001359236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001303246,"about_ca_system_score_gemma":0.00002725369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001657166,"about_ca_topic_score_gemma":0.0002054045,"domain_scores_codex":[0.9989435,0.0001099979,0.0002083209,0.0001442293,0.0001556735,0.0004382721],"domain_scores_gemma":[0.9963891,0.003140436,0.00005508127,0.0002609922,0.00008031719,0.00007411177],"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":[0.001877076,0.0001485228,0.4550043,0.00004773086,0.00002191418,5.088216e-7,0.0004241688,0.000007761206,0.5266688,0.00006975451,0.0007949037,0.01493448],"study_design_scores_gemma":[0.001230306,0.0007414855,0.9366364,0.0000337314,0.00001388091,0.00000231246,0.00004372591,0.001091836,0.0478886,0.00002804165,0.01224644,0.00004322054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939734,0.002363432,0.0000191675,0.002637965,0.0001485933,0.0006838531,0.000006517048,0.00001226444,0.0001548168],"genre_scores_gemma":[0.997762,0.001305619,0.0002155373,0.0003592393,0.0001167327,0.0001978347,6.439137e-7,0.00001162469,0.00003082337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4816321,"threshold_uncertainty_score":0.2873583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894488317385116,"score_gpt":0.3539001080183612,"score_spread":0.1644512762798496,"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."}}