{"id":"W3127315015","doi":"10.1002/art.41675","title":"Expansion of Alternative Autoantibodies Does Not Follow the Evolution of Anti–Citrullinated Protein Antibodies in Preclinical Rheumatoid Arthritis: An Analysis in At‐Risk First Degree Relatives","year":2021,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"Institute of Musculoskeletal Health and Arthritis; Arthritis Society","keywords":"Autoantibody; Rheumatoid arthritis; Medicine; Rheumatoid factor; Immunology; First-degree relatives; Cohort; Antibody; Citrullination; Rheumatology; Internal medicine; Autoimmunity; Anti-nuclear antibody; Arthritis; Autoimmune disease; Biology; Family history","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":[0.0004408775,0.0004029728,0.0003159043,0.0007163791,0.0005060228,0.0004490615,0.0003184385,0.0004638276,0.001586343],"category_scores_gemma":[0.001754052,0.0002396462,0.0003528432,0.0004691166,0.0002649864,0.000327698,0.0003182977,0.0003689558,0.0004195605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177106,"about_ca_system_score_gemma":0.0001241925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716901,"about_ca_topic_score_gemma":0.00125577,"domain_scores_codex":[0.9996137,0.00008619048,0.00003519671,0.0001236769,0.00006810293,0.0000731139],"domain_scores_gemma":[0.9989188,0.0002073791,0.0004120239,0.0001073211,0.00009242311,0.0002620757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004128638,0.00005300811,0.9949228,0.000005942782,0.00003428681,0.0006502651,0.0001049887,0.00003021738,0.002597368,0.0000134349,0.00002989819,0.001144952],"study_design_scores_gemma":[0.000007587042,0.0002802225,0.9962671,0.000002587473,0.00002424313,0.002764656,0.0001205861,0.0001348407,0.0002739521,0.00001237407,0.0001086588,0.000003190225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997426,0.00008013017,0.00003576317,0.000004557812,0.000001263948,0.000001699551,0.00002672352,0.000001392843,0.000105773],"genre_scores_gemma":[0.9998155,0.00002459353,0.00003463827,0.000004556267,0.000003108586,0.000001410559,0.00004346114,0.00000119187,0.00007168578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001716901,"threshold_uncertainty_score":0.00530684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220806430439806,"score_gpt":0.2998168067023173,"score_spread":0.2776087423979193,"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."}}