{"id":"W1967222916","doi":"10.3899/jrheum.121313","title":"Repeated Anticitrullinated Protein Antibody and Rheumatoid Factor Assessment Is Not Necessary in Early Arthritis: Results from the ESPOIR Cohort","year":2013,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Merck Sharp and Dohme; Institut National de la Santé et de la Recherche Médicale; Chugai Pharmaceutical; Pfizer","keywords":"Medicine; Rheumatoid arthritis; Rheumatoid factor; Internal medicine; Rheumatism; Rheumatology; Cohort; Arthritis; Gastroenterology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002892051,0.0005659016,0.0004552031,0.0006392666,0.0003573103,0.0009759839,0.0005284915,0.0005574556,0.001875267],"category_scores_gemma":[0.003973149,0.0003356494,0.0006755872,0.0005911286,0.0003024404,0.0005278355,0.0006261005,0.0004588886,0.0005589832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664959,"about_ca_system_score_gemma":0.0003642856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006930354,"about_ca_topic_score_gemma":0.005540548,"domain_scores_codex":[0.9990566,0.0002661682,0.0001092272,0.0002797865,0.0001326874,0.0001555572],"domain_scores_gemma":[0.9983097,0.0004417861,0.0004536148,0.000279717,0.0002761449,0.0002390653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004862279,0.00004642416,0.9970748,0.00001003475,0.00005854901,0.0002713123,0.0002063246,0.00002801355,0.0002580563,0.0000098536,0.0001050952,0.001445309],"study_design_scores_gemma":[0.00005137079,0.0002733743,0.9976456,0.00002244455,0.00008385407,0.0006235286,0.0006560932,0.0001098324,0.00007423393,0.00001599904,0.0004374353,0.000006294138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991333,0.0001998321,0.00006171314,0.00002170235,0.000009095454,0.000006023629,0.0002147292,0.000002374072,0.000351334],"genre_scores_gemma":[0.9991642,0.00009885919,0.00005944517,0.00003498469,0.00001015952,0.000004543274,0.0003620063,0.000003740687,0.0002621783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006930354,"threshold_uncertainty_score":0.01529479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281738400982951,"score_gpt":0.2843135245486422,"score_spread":0.2714961405388127,"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."}}