{"id":"W2037607807","doi":"10.2174/1874312901105010107","title":"The Synovium in Rheumatoid Arthritis","year":2011,"lang":"en","type":"article","venue":"The Open Rheumatology Journal","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Synovitis; Rheumatoid arthritis; Autoantibody; Immunology; Autoimmunity; Rheumatoid factor; Asymptomatic; Disease; Autoimmune disease; Antibody; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002795766,0.0002045302,0.0005277477,0.000133192,0.001149675,0.0003065546,0.001367158,0.0001055743,0.001001049],"category_scores_gemma":[0.0004825084,0.0001049792,0.0001349893,0.00026692,0.0007882698,0.0003251986,0.0003882122,0.001125493,0.0003294066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000525859,"about_ca_system_score_gemma":0.0004202407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007580081,"about_ca_topic_score_gemma":0.001109229,"domain_scores_codex":[0.9973376,0.0005437789,0.0007502547,0.0002202453,0.0003514992,0.0007966103],"domain_scores_gemma":[0.9983796,0.0003932329,0.0002310193,0.0005853018,0.0001559653,0.0002548039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005749422,0.0008513287,0.5228273,0.00002646311,0.0009364561,0.002084675,0.01413806,0.000002067552,0.0003052362,0.1338541,0.04240793,0.276817],"study_design_scores_gemma":[0.02467862,0.001933665,0.3152902,0.003481369,0.00001050268,0.2739545,0.01568202,0.000264083,0.001660559,0.1246706,0.2374626,0.0009112259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232376,0.03495446,0.00007377165,0.009638082,0.0006624272,0.0008361312,0.000002458602,0.0000336528,0.03056141],"genre_scores_gemma":[0.794073,0.2049678,0.0003138299,0.000181342,0.00001477308,0.00005611051,0.000001273249,0.00002737129,0.000364443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2759057,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522114865043374,"score_gpt":0.2944191176742487,"score_spread":0.259197969023815,"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."}}