{"id":"W2990697218","doi":"10.3389/fimmu.2019.02715","title":"Increased Serological Response Against Human Herpesvirus 6A Is Associated With Risk for Multiple Sclerosis","year":2019,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Vetenskapsrådet; University of Oxford; Wellcome Trust; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Serology; Immunology; Human herpesvirus 6; Etiology; Human leukocyte antigen; Multiple sclerosis; Cohort; Medicine; Case-control study; Disease; Epstein–Barr virus; Antibody; Antibody response; Virology; Virus; Antigen; Herpesviridae; Internal medicine; Viral disease","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":[],"consensus_categories":[],"category_scores_codex":[0.001289123,0.0002868967,0.0008753773,0.0005035377,0.0002032011,0.00002974562,0.000283263,0.0005536167,0.000265544],"category_scores_gemma":[0.0009763518,0.0002355848,0.0001769996,0.00048135,0.0003493615,0.00009337945,0.0001072586,0.0008427175,0.00008683083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902288,"about_ca_system_score_gemma":0.0002243586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005990142,"about_ca_topic_score_gemma":0.000255173,"domain_scores_codex":[0.9972945,0.0005481754,0.0004389588,0.000608045,0.0002804396,0.0008299117],"domain_scores_gemma":[0.9983287,0.000573216,0.0001853589,0.0006025184,0.0001780307,0.0001322182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04577297,0.0006778566,0.8695928,0.00002708491,0.0008315775,0.00006571344,0.0005331756,0.00001445912,0.06550562,0.00002000249,0.008887731,0.008071055],"study_design_scores_gemma":[0.02276335,0.003576487,0.9217175,0.0001847608,0.00007835708,0.000009525017,0.0005336122,0.001682238,0.006053689,0.0001688469,0.04283932,0.0003923584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957532,0.0009945632,0.0002566797,0.0004950981,0.0002593014,0.001516809,0.0001593441,0.0001007581,0.0004642707],"genre_scores_gemma":[0.9948419,0.0003540777,0.002021246,0.0009321119,0.00004091994,0.0002056814,0.0001208487,0.00006238616,0.001420772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05945193,"threshold_uncertainty_score":0.960687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191516233360258,"score_gpt":0.2765621221352552,"score_spread":0.2446469598016526,"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."}}