{"id":"W1984976295","doi":"10.3899/jrheum.080656","title":"Comparative Performance Analysis of 4 Different Anti-Citrullinated Protein Assays in the Diagnosis of Rheumatoid Arthritis","year":2009,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatoid factor; Confidence interval; Gastroenterology; Cohort; Immunology","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":[0.006853449,0.0007695642,0.0006333269,0.001236556,0.0001595052,0.0008456531,0.0005505912,0.0009173869,0.0003562324],"category_scores_gemma":[0.01205754,0.000298094,0.0004132072,0.0005816416,0.0003510286,0.0004247481,0.0003690232,0.0004522777,0.0002645981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218778,"about_ca_system_score_gemma":0.0002036404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300331,"about_ca_topic_score_gemma":0.0004925837,"domain_scores_codex":[0.993845,0.003220001,0.0003190346,0.001165942,0.001276306,0.0001737034],"domain_scores_gemma":[0.9866237,0.009046483,0.001974625,0.0005628137,0.001352601,0.0004397664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01044303,0.0003389832,0.9361409,0.0001767016,0.001109737,0.000121888,0.0001638559,0.00216594,0.01425237,0.00007862448,0.000217244,0.03479066],"study_design_scores_gemma":[0.0003620057,0.006283991,0.9500782,0.00004992437,0.0005700348,0.001605362,0.0001092502,0.02625413,0.01383046,0.0001136012,0.0006922476,0.00005071172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943348,0.002744306,0.001970415,0.00003399476,0.0000360617,0.00002768648,0.000148837,0.00005505358,0.0006488655],"genre_scores_gemma":[0.9978427,0.0001803848,0.001621286,0.00003360364,0.0000251932,0.00001302318,0.0001856036,0.000004754999,0.00009347706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006853449,"threshold_uncertainty_score":0.03624493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141960915977355,"score_gpt":0.2914261515982768,"score_spread":0.2700065424385032,"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."}}