{"id":"W2017340576","doi":"10.3899/jrheum.130617","title":"Arthroplasty Rates Are Increased Among US Patients with Systemic Lupus Erythematosus: 1991–2005","year":2014,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arthroplasty; Osteoarthritis; Internal medicine; Joint arthroplasty; Population; Lupus erythematosus; Systemic lupus erythematosus; Surgery; Gastroenterology; Immunology; Antibody; Pathology; Disease","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":[0.001988672,0.0003202409,0.001311545,0.0003565811,0.0001728262,0.00002906016,0.0004012081,0.0001915713,0.00009988346],"category_scores_gemma":[0.0009614371,0.0001643187,0.000159546,0.0002776902,0.0004808039,0.0001596426,0.00009375744,0.0006516452,0.0001014653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656553,"about_ca_system_score_gemma":0.00019069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083321,"about_ca_topic_score_gemma":0.000207349,"domain_scores_codex":[0.9961941,0.0009416367,0.001110373,0.0002130358,0.0009108303,0.000630082],"domain_scores_gemma":[0.9955923,0.001182994,0.001499461,0.0005664574,0.0007888532,0.0003699509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001611058,0.0001772506,0.9919278,0.000709103,0.0003848392,0.00003112039,0.0007105413,0.00002652342,0.00006651356,0.00004894376,0.004210199,0.00009612659],"study_design_scores_gemma":[0.01728837,0.001500833,0.2284629,0.00837325,0.0004256322,0.7377828,0.003878471,0.0005711514,0.0001245827,0.00009494734,0.001139633,0.0003574119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972647,0.0007101468,0.0003096708,0.0003514433,0.0005372883,0.000587309,0.000004894557,0.00003935838,0.0001951496],"genre_scores_gemma":[0.9991137,0.0002967645,0.0001452163,0.00009850718,0.00004710691,0.00001104425,0.00000614562,0.00006401147,0.0002174589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7634649,"threshold_uncertainty_score":0.6700721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008559420993504483,"score_gpt":0.2412161885730642,"score_spread":0.2326567675795597,"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."}}