{"id":"W2016382347","doi":"10.1002/art.33489","title":"Avidity maturation of anti–citrullinated protein antibodies in rheumatoid arthritis","year":2011,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Avidity; Rheumatoid arthritis; Immunology; Medicine; Autoantibody; Antibody; Arthritis; Population; Disease; Cohort; Autoimmune disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006935358,0.0003882832,0.001073716,0.0005707089,0.0001683305,0.00005391553,0.0002341474,0.0002304382,0.001732619],"category_scores_gemma":[0.0003830567,0.0003916985,0.0002019502,0.0005899954,0.0005350859,0.0007211034,0.0001071531,0.0004959595,0.0001678672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005549776,"about_ca_system_score_gemma":0.0001969441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002176433,"about_ca_topic_score_gemma":0.001426165,"domain_scores_codex":[0.99648,0.0002412589,0.001269735,0.0005445139,0.0007041609,0.0007603212],"domain_scores_gemma":[0.9983975,0.00008040408,0.0003245346,0.0006063895,0.0003276366,0.0002634857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001396415,0.002343473,0.1468932,0.0005637409,0.0003691228,0.0009963802,0.01222443,0.000004503393,0.1243801,0.03417855,0.001633718,0.6750164],"study_design_scores_gemma":[0.01694275,0.001868901,0.7324478,0.03068051,0.000004677706,0.001412153,0.001461667,0.0004556103,0.1903801,0.02089241,0.002292706,0.001160729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559215,0.03807438,0.0001875484,0.0002569813,0.000175327,0.001296499,0.00005606235,0.0001794808,0.003852271],"genre_scores_gemma":[0.7935027,0.2027878,0.003335909,0.00003777274,0.00001568547,0.0001229007,0.00007551158,0.00005261813,0.00006905142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6738557,"threshold_uncertainty_score":0.9998535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121971135049464,"score_gpt":0.2544653827541348,"score_spread":0.2332456714036402,"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."}}