{"id":"W1556890549","doi":"10.1002/art.11439","title":"Direct medical costs and their predictors in patients with rheumatoid arthritis","year":2003,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb Canada; Pfizer; Amgen","keywords":"Medicine; Quartile; Indirect costs; Medical costs; Rheumatoid arthritis; Total cost; Comorbidity; Health care; Physical therapy; Emergency medicine; Internal medicine; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007967093,0.0004552169,0.0009443608,0.0003547516,0.0002329499,0.000113845,0.000160921,0.0002298649,0.001556301],"category_scores_gemma":[0.0009134705,0.0003606097,0.00009341852,0.000441123,0.0005939576,0.0004474304,0.00007531681,0.0005555497,0.00006453374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012506,"about_ca_system_score_gemma":0.0003145623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003653202,"about_ca_topic_score_gemma":0.001995616,"domain_scores_codex":[0.9962651,0.0003222935,0.0007518687,0.0006614825,0.001081708,0.0009175664],"domain_scores_gemma":[0.9980621,0.0003151838,0.0001262067,0.000496612,0.0001738087,0.0008260547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002079887,0.0004900971,0.6091154,0.0000284756,0.0001280592,0.0001398057,0.000943905,5.865597e-7,0.00002018377,0.003341749,0.0009365633,0.3846472],"study_design_scores_gemma":[0.04368401,0.00278283,0.899529,0.01810109,0.000002836054,0.001219723,0.0007323393,0.00008804614,0.0007530864,0.0009841934,0.03108277,0.00104006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290234,0.06294702,0.00007190173,0.0003543694,0.0001596209,0.0009330008,0.00004971764,0.000158519,0.006302467],"genre_scores_gemma":[0.7863767,0.212868,0.0003007523,0.0001455395,0.00001166257,0.0001174726,0.00006162501,0.00006735505,0.00005090222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836071,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004811102299743126,"score_gpt":0.2126863371313533,"score_spread":0.2078752348316102,"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."}}