{"id":"W2043322330","doi":"10.3899/jrheum.101088","title":"Prognostic Indicators of Hospitalized Patients with Systemic Lupus Erythematosus: A Large Retrospective Multicenter Study in China","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Azotemia; Hazard ratio; Proportional hazards model; Anemia; Systemic lupus erythematosus; Creatinine; Cohort; Incidence (geometry); Retrospective cohort study; Disease; Renal function; Confidence interval","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":[0.001823419,0.0002395879,0.001300039,0.0007495568,0.00005210365,0.000005514801,0.0004418672,0.0001180836,0.00007516547],"category_scores_gemma":[0.0007393208,0.0001258335,0.000114196,0.0006206048,0.0002187296,0.0001147372,0.0001191716,0.0005735926,0.00001105844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013693,"about_ca_system_score_gemma":0.0002165721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001668533,"about_ca_topic_score_gemma":0.00006501838,"domain_scores_codex":[0.9965361,0.0007020407,0.001298322,0.0001929445,0.0008138244,0.0004567426],"domain_scores_gemma":[0.9972473,0.0002474519,0.001384604,0.0004888928,0.0004881,0.0001436024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004006302,0.002555955,0.9453343,0.0005231866,0.0005702123,0.00008957146,0.04679041,5.548401e-7,0.000007515837,0.00005665367,0.00005323497,0.00001212959],"study_design_scores_gemma":[0.01856057,0.003531586,0.9284449,0.00255062,0.0002408773,0.0345833,0.0118906,0.00001893367,0.0000208973,0.0000463895,0.000001140699,0.0001102382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969622,0.0003502618,0.00006756902,0.00003320564,0.0002821543,0.002120705,0.000005598136,0.00001387148,0.0001644598],"genre_scores_gemma":[0.9997137,0.00008438207,0.0001029605,0.000006885926,0.000005108345,0.00001739944,0.000001214008,0.00004323569,0.00002513057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03489982,"threshold_uncertainty_score":0.5131339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010298924684366,"score_gpt":0.2604050183632117,"score_spread":0.2501060936788457,"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."}}