{"id":"W2162972580","doi":"10.1093/rheumatology/keq190","title":"Lack of seroconversion of rheumatoid factor and anti-cyclic citrullinated peptide in patients with early inflammatory arthritis: a systematic literature review","year":2010,"lang":"en","type":"review","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"Abbott Laboratories","keywords":"Medicine; Seroconversion; Rheumatoid factor; Rheumatoid arthritis; Internal medicine; Serology; Arthritis; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004258751,0.0004989103,0.004254383,0.0004880365,0.00003651094,0.00003675443,0.0002348566,0.0004230195,0.00004218708],"category_scores_gemma":[0.0002877079,0.0003420792,0.0002985174,0.0005952268,0.0001988212,0.0002168949,0.00009456123,0.000937426,0.00001556195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003896338,"about_ca_system_score_gemma":0.0002229532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710202,"about_ca_topic_score_gemma":0.00001859655,"domain_scores_codex":[0.9966562,0.0003756921,0.001479677,0.0004296354,0.0006875673,0.0003711842],"domain_scores_gemma":[0.9975912,0.0001755233,0.0009488297,0.0006745624,0.0003978383,0.0002120291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008800539,0.0002039451,0.01271601,0.9318825,0.0003461315,0.00008560444,0.0003855299,1.150836e-8,0.0000115856,0.00002523032,0.00005238202,0.05420308],"study_design_scores_gemma":[0.002692977,0.0004092335,0.006688036,0.9573785,0.00006358299,0.00009456608,0.00001370743,6.389868e-7,0.000006216163,0.000004753652,0.03236188,0.0002858906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.151416,0.8445501,4.633779e-7,0.00001170049,0.00004233778,0.003778304,0.0001466448,0.00002412437,0.00003026289],"genre_scores_gemma":[0.006801917,0.9926051,0.00006874112,0.00002174591,0.00001046036,0.0001361478,0.0002462994,0.00007242031,0.0000371534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.148055,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565090835279942,"score_gpt":0.2765992453042027,"score_spread":0.2609483369514032,"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."}}