{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005666494,0.0003647978,0.0002970658,0.0008409595,0.0002675055,0.0004029029,0.0002084925,0.0004828534,0.00267029],"category_scores_gemma":[0.002069096,0.0002795407,0.0002861079,0.0005186388,0.0002598116,0.0001927938,0.0003064066,0.0004822952,0.00029024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043656,"about_ca_system_score_gemma":0.000104087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008573152,"about_ca_topic_score_gemma":0.0006312804,"domain_scores_codex":[0.9996645,0.0001303333,0.00002865255,0.00008391807,0.00005733422,0.00003526725],"domain_scores_gemma":[0.9985044,0.0004006018,0.0006857952,0.00008823659,0.00009112143,0.0002298381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000271496,0.00004031866,0.996132,0.00001197,0.00009014892,0.00009438313,0.00002618554,0.0000257157,0.001616722,0.00001121599,0.00004660902,0.001633119],"study_design_scores_gemma":[0.0000052858,0.0001399799,0.9987519,0.000003401812,0.00003836748,0.0006216163,0.00002416014,0.0001317683,0.0001958279,0.00002306495,0.00006285252,0.000001802938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992921,0.0003455309,0.00008620352,0.00002456922,0.000004265766,0.000002231039,0.0000593017,0.00000808097,0.0001776963],"genre_scores_gemma":[0.9994606,0.0001305202,0.0001185481,0.00001136629,0.00001335569,0.000002305359,0.00008313815,0.000001704066,0.0001783628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00267029,"threshold_uncertainty_score":0.008933008,"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."}}