{"id":"W4361018439","doi":"10.1136/ard-2022-222852","title":"EULAR study group on ‘MHC-I-opathy': identifying disease-overarching mechanisms across disciplines and borders","year":2023,"lang":"en","type":"review","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Cilag; National Eye Institute; Medical Research Council; National Institutes of Health; Jacobs University; Swedish Orphan Biovitrum; Agence Nationale de la Recherche; Harvard University; Pfizer; Northwestern University; Massachusetts General Hospital; Sanofi; Amgen; Deutsche Forschungsgemeinschaft; Eli Lilly and Company","keywords":"Major histocompatibility complex; Medicine; Disease; MHC class I; Immunology; Immune system; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0254741,0.0008006595,0.001749012,0.001646779,0.001021308,0.003386156,0.001663391,0.003269239,0.006039951],"category_scores_gemma":[0.01098528,0.0002675081,0.001289799,0.001724238,0.001586235,0.002898032,0.004505812,0.002693143,0.003170218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001748483,"about_ca_system_score_gemma":0.004865175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123992,"about_ca_topic_score_gemma":0.001074574,"domain_scores_codex":[0.9894797,0.005266628,0.001765822,0.0009487863,0.001600397,0.0009386514],"domain_scores_gemma":[0.9888726,0.003367002,0.002143986,0.001138934,0.002932447,0.001545088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01089833,0.0003889261,0.03392563,0.008398244,0.00085411,0.001104848,0.001202742,0.000679425,0.004437064,0.04807437,0.2959093,0.594127],"study_design_scores_gemma":[0.002354471,0.001514086,0.01815536,0.01141318,0.0005256409,0.002082089,0.0006627949,0.000249326,0.002721609,0.007858446,0.95239,0.00007288214],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06104711,0.5602887,0.01238979,0.1801692,0.02883715,0.004734612,0.008471765,0.0003053399,0.1437563],"genre_scores_gemma":[0.3401184,0.2189321,0.04378292,0.2267839,0.05689531,0.01400434,0.02154722,0.0007542075,0.07718154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0254741,"threshold_uncertainty_score":0.1347215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659187569505446,"score_gpt":0.458436390069173,"score_spread":0.2925176331186284,"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."}}