{"id":"W4212767975","doi":"10.1002/art.42098","title":"IgG Anti–Citrullinated Protein Antibody Variable Domain Glycosylation Increases Before the Onset of Rheumatoid Arthritis and Stabilizes Thereafter: A Cross‐Sectional Study Encompassing ~1,500 Samples","year":2022,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Dutch Arthritis Association; Reumatikerförbundet; ReumaNederland; Leids Universitair Medisch Centrum; Umeå Universitet; Universiteit Leiden; Vetenskapsrådet; ZonMw; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Rheumatoid arthritis; Antibody; Glycosylation; Immunology; Medicine; Immunoglobulin G; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008773165,0.0002820973,0.0002487561,0.0005768641,0.0004413987,0.000481426,0.0002264171,0.0004184206,0.0007066958],"category_scores_gemma":[0.00106847,0.0003528942,0.0002369172,0.000560493,0.0003267481,0.0003192158,0.0002947129,0.0003564955,0.0002465021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558717,"about_ca_system_score_gemma":0.0001791424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004022623,"about_ca_topic_score_gemma":0.004316827,"domain_scores_codex":[0.9994295,0.0001350033,0.00004852853,0.0002196459,0.0001016026,0.00006568195],"domain_scores_gemma":[0.9991595,0.0001428655,0.0002988864,0.00008679728,0.0001581843,0.0001538607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125222,0.00002913109,0.9982297,0.000005275378,0.00004707188,0.0000407033,0.00006938174,0.00001061157,0.0007091933,0.000003666701,0.00003401173,0.0006960178],"study_design_scores_gemma":[0.000004545499,0.0001041544,0.9993493,0.000001650713,0.00001959397,0.000204551,0.00006398641,0.00003918975,0.0001020843,0.000002206101,0.0001075769,0.00000108177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995176,0.0001675041,0.00006710787,0.000006703672,0.000002944181,0.000005469066,0.0001026661,0.0000024053,0.0001276688],"genre_scores_gemma":[0.9995379,0.00006287854,0.00008709107,0.00001249801,0.000004864838,0.000005191855,0.0001672585,0.000001329955,0.0001209921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004022623,"threshold_uncertainty_score":0.007998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156742764702557,"score_gpt":0.2788781652164705,"score_spread":0.267310737569445,"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."}}