{"id":"W4291605661","doi":"10.3899/jrheum.220025","title":"Age-Stratified 30-day Rehospitalization and Mortality and Predictors of Rehospitalization Among Patients With Systemic Lupus Erythematosus: A Medicare Cohort Study","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of General Medical Sciences","keywords":"Medicine; Comorbidity; Socioeconomic status; Cohort; Odds; Demography; Young adult; Generalized estimating equation; Odds ratio; Social deprivation; Internal medicine; Logistic regression; Gerontology; Population; Environmental health","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":[0.001541344,0.0003965384,0.0004037763,0.0008686213,0.0006724845,0.0007356121,0.0004154405,0.0004677603,0.001237823],"category_scores_gemma":[0.002511222,0.0003217977,0.001063117,0.0009535876,0.0002165781,0.0006216011,0.0006895275,0.0006374931,0.0002269888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005405335,"about_ca_system_score_gemma":0.0006175128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729175,"about_ca_topic_score_gemma":0.01983528,"domain_scores_codex":[0.9993692,0.0001909984,0.00006843605,0.0001300336,0.0001044872,0.0001369124],"domain_scores_gemma":[0.9986076,0.0001255701,0.0006350317,0.0001592295,0.0001404413,0.0003321696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118959,0.00004032079,0.9991998,0.000002715523,0.00007666465,0.00004003049,0.00004590249,0.00002227724,0.00005910714,0.000008319578,0.00007705334,0.0003160181],"study_design_scores_gemma":[0.00002076236,0.00009147041,0.9991342,0.000005510992,0.00004964535,0.0001322014,0.00009682684,0.0003483275,0.00001827743,0.00001312268,0.00008615292,0.000003413714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993324,0.00007081138,0.00004997354,0.00004355911,0.000003219208,0.00001192175,0.0004045943,0.000001981778,0.00008142678],"genre_scores_gemma":[0.999136,0.00006375233,0.00009233642,0.00003995714,0.00001224316,0.00001280541,0.000535194,0.000001410257,0.0001062954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729175,"threshold_uncertainty_score":0.03438222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116828808280372,"score_gpt":0.258624822042247,"score_spread":0.2474565339594433,"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."}}