{"id":"W4394869943","doi":"10.1093/brain/awae110","title":"Genetics of immune response to Epstein-Barr virus: prospects for multiple sclerosis pathogenesis","year":2024,"lang":"en","type":"article","venue":"Brain","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Neuroförbundet; Vetenskapsrådet; Karolinska Institutet; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes","keywords":"Pathogenesis; Immune system; Epstein–Barr virus; Multiple sclerosis; Virus; Immunology; Virology; Biology; Medicine; Neuroscience","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":[0.001354254,0.000220469,0.0004765636,0.0003386789,0.0001057394,0.0000408596,0.0001804757,0.00009762251,0.00006385687],"category_scores_gemma":[0.006492359,0.0001887649,0.000273189,0.0005916173,0.0001184229,0.00004259976,0.0001860016,0.0001232752,0.00007508035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393581,"about_ca_system_score_gemma":0.0002134501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006027041,"about_ca_topic_score_gemma":0.00005399742,"domain_scores_codex":[0.9979005,0.0001330111,0.0004941208,0.0004850226,0.0005010563,0.000486329],"domain_scores_gemma":[0.9970784,0.001824776,0.00005070188,0.0005471774,0.0002666613,0.000232294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002485912,0.0001381346,0.00141149,0.0006115931,0.0001661649,0.00001432016,0.001202852,0.00002777771,0.948111,0.0000340876,0.008726472,0.03707023],"study_design_scores_gemma":[0.002379111,0.001397102,0.4006072,0.001055724,0.00007557464,0.000005642345,0.0003007292,0.002551912,0.5446791,0.00003184971,0.04665676,0.0002592192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809986,0.006040548,0.001336861,0.008011948,0.000212056,0.002657652,0.0004877597,0.0001486853,0.0001059356],"genre_scores_gemma":[0.9856726,0.0003561418,0.01066858,0.000333823,0.0002020395,0.0006215923,0.00002014117,0.00008149766,0.002043603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4034318,"threshold_uncertainty_score":0.7772429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07214775712596752,"score_gpt":0.3299335462204952,"score_spread":0.2577857890945277,"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."}}