{"id":"W2093894176","doi":"10.1186/ar4653","title":"Sociodemographics and epidemiology of serious infections requiring hospitalization among adults with systemic lupus erythematosus and lupus nephritis, 2000 to 2006","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Lupus Research Alliance; Central New York Community Foundation; Merck KGaA; National Institutes of Health; Lupus Foundation of America","keywords":"Medicine; Lupus nephritis; Rheumatology; Epidemiology; Systemic lupus erythematosus; Internal medicine; Immunology; Intensive care medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004496222,0.000138408,0.0002452383,0.0007618117,0.0003150852,0.0004426436,0.0002680189,0.000275864,0.0008750757],"category_scores_gemma":[0.002239141,0.0002072486,0.0003565798,0.0009940417,0.0001579064,0.0004620827,0.0004228296,0.0004727058,0.0001540158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502077,"about_ca_system_score_gemma":0.0004731861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769394,"about_ca_topic_score_gemma":0.02137969,"domain_scores_codex":[0.9994821,0.00009125415,0.0001348163,0.0001055544,0.0001142327,0.00007196115],"domain_scores_gemma":[0.9982352,0.0001603264,0.001085629,0.00006499432,0.000215576,0.0002381714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001574467,0.0000136088,0.9992487,0.000005910814,0.00001522331,0.00001556122,0.00003356141,0.00001891572,0.00003753835,0.000006764113,0.0001469988,0.0004414019],"study_design_scores_gemma":[0.000001783939,0.0000186596,0.9995956,0.000006872218,0.000005575407,0.00008390588,0.00008357661,0.00006062193,0.00001345346,0.000004628243,0.0001239674,0.000001490455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954584,0.0002510013,0.00006451264,0.0001167751,0.000005182008,0.00001973662,0.00350008,0.000005414915,0.0005789859],"genre_scores_gemma":[0.9965361,0.0002379536,0.000110201,0.00009180835,0.00001175079,0.00002966255,0.002840502,0.000001676724,0.0001403123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01769394,"threshold_uncertainty_score":0.03518188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480090776583728,"score_gpt":0.3190887957683116,"score_spread":0.2942878880024743,"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."}}