{"id":"W2058646103","doi":"10.1177/0961203309345784","title":"Work disability in systemic lupus erythematosus is prevalent and associated with socio-demographic and disease related factors","year":2009,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Manitoba; Toronto Western Hospital; SickKids Foundation; University Health Network; University of Toronto; St Joseph's Health Care; Western University; Queen's University","funders":"Arthritis Society; Lupus Canada","keywords":"Medicine; Marital status; Fibromyalgia; Cohort; Depression (economics); Logistic regression; Systemic lupus erythematosus; Internal medicine; Disease; Demography; Physical therapy; Gerontology; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007181002,0.0004120699,0.0008521194,0.0003256098,0.0001339378,0.00006253061,0.0001351003,0.0002729572,0.00004435542],"category_scores_gemma":[0.000527918,0.0002957981,0.000120252,0.001266138,0.000438485,0.000147971,0.00007214136,0.0005044047,0.000007685873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520853,"about_ca_system_score_gemma":0.0001115812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002662552,"about_ca_topic_score_gemma":0.00002400279,"domain_scores_codex":[0.9968287,0.0003062295,0.0006437984,0.0007858024,0.0007612476,0.0006742551],"domain_scores_gemma":[0.9978561,0.0004165261,0.000194861,0.0006534141,0.0001110846,0.0007680622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005498704,0.000339628,0.99281,0.0008006603,0.000122236,0.0001651857,0.00374829,0.000001355323,0.00007534245,0.00004794091,0.001184847,0.0001546333],"study_design_scores_gemma":[0.008094865,0.0005356909,0.9705142,0.007403263,0.0003396071,0.007820792,0.003065896,0.0002146063,0.00002557748,0.001391942,0.00004406893,0.0005495158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898965,0.005948439,0.000004049381,0.001601567,0.000332085,0.001823669,0.00002122248,0.0001765557,0.0001958464],"genre_scores_gemma":[0.9964991,0.0007062345,0.00002207494,0.00009382,0.00002698841,0.00005210824,0.00003272596,0.00004882483,0.00251808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229584,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624747572388081,"score_gpt":0.2665587428677387,"score_spread":0.2503112671438579,"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."}}