{"id":"W2993339627","doi":"10.3899/jrheum.190211","title":"How Are Rheumatologists Managing Anticyclic Citrullinated Peptide Antibodies–positive Patients Who Do Not Have Arthritis?","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leeds Biomedical Research Centre; University of Leeds; National Institute for Health and Care Research","keywords":"Medicine; Rheumatology; Rituximab; Internal medicine; Rheumatoid arthritis; Arthritis; Hydroxychloroquine; Autoantibody; Physical therapy; Disease; Immunology; Antibody; Infectious disease (medical specialty)","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":[0.00398353,0.001056024,0.001822368,0.001164251,0.001413565,0.002758046,0.002629285,0.009996544,0.007265714],"category_scores_gemma":[0.03548978,0.0008076683,0.0006844475,0.0007879385,0.001587649,0.004841502,0.0005731122,0.01112427,0.004681385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392111,"about_ca_system_score_gemma":0.001810724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248221,"about_ca_topic_score_gemma":0.003116466,"domain_scores_codex":[0.9971983,0.0008025074,0.0005543592,0.0004053423,0.0007669192,0.0002725641],"domain_scores_gemma":[0.9735622,0.01310845,0.002067466,0.0003823467,0.007404033,0.003475586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002328107,0.00007284033,0.001297454,0.001256341,0.00006253288,0.002000032,0.0001443747,0.00008895158,0.0001332896,0.0005404788,0.9635956,0.03057524],"study_design_scores_gemma":[0.0003877577,0.0003353757,0.006336329,0.005175522,0.0002751636,0.01631028,0.00132258,0.0009052305,0.0005447181,0.003753332,0.9644915,0.0001622574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001420813,0.03941092,0.0004511317,0.5444603,0.4118359,0.00003490485,0.0001311424,0.00007750038,0.002177379],"genre_scores_gemma":[0.01217201,0.03440063,0.0006575722,0.2484823,0.7000296,0.00003892454,0.00008261557,0.00006268037,0.004073708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009996544,"threshold_uncertainty_score":0.02430624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071678743022914,"score_gpt":0.2548737934194701,"score_spread":0.2441570059892409,"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."}}