{"id":"W2121478501","doi":"10.3899/jrheum.120246","title":"Synovial Biomarkers in Psoriatic Arthritis","year":2012,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Medicine; Etanercept; Synovitis; Psoriatic arthritis; Internal medicine; Arthritis; Magnetic resonance imaging; Synovial fluid; Golimumab; Pathology; Rheumatoid arthritis; Osteoarthritis; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004035477,0.0001293171,0.0005665123,0.00023856,0.00004334324,0.000005040486,0.00005452411,0.00006463521,0.0007183837],"category_scores_gemma":[0.0001041382,0.0001030938,0.0001355721,0.0001293253,0.00005766298,0.0001090413,0.00003474451,0.0001522921,0.00002859311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428176,"about_ca_system_score_gemma":0.00007260065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007779895,"about_ca_topic_score_gemma":0.0001252607,"domain_scores_codex":[0.998502,0.00005745185,0.0007145783,0.00008508588,0.0002360415,0.0004049058],"domain_scores_gemma":[0.9993094,0.00007788745,0.0002648042,0.0001103517,0.00006869262,0.0001688641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003473092,0.0006530616,0.9734267,0.0000317785,0.0006728983,0.0002826059,0.0005258174,3.298985e-7,0.00004096072,0.0006264132,0.010347,0.01304514],"study_design_scores_gemma":[0.05903501,0.003969858,0.7410824,0.001709205,0.0004926026,0.04126139,0.004815067,0.00001419984,0.001138315,0.0005196575,0.145495,0.000467235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983792,0.01110858,0.00003870524,0.003214774,0.00137302,0.0002021799,0.000007818395,0.000005832165,0.0002571043],"genre_scores_gemma":[0.9940904,0.003338899,0.002355641,0.0001092832,0.00005677984,0.00001092603,0.000008311937,0.00001174282,0.00001803945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323442,"threshold_uncertainty_score":0.7865798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304341013545446,"score_gpt":0.2819577783492546,"score_spread":0.2689143682138001,"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."}}