{"id":"W2626163046","doi":"10.3899/jrheum.170072","title":"Hospitalizations in Patients with Systemic Lupus Erythematosus in an Academic Health Science Center","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Intensive care unit; Retrospective cohort study; Emergency department; Poisson regression; Emergency medicine; Systemic lupus erythematosus; Pediatrics; Internal medicine; Disease; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002761634,0.0001474059,0.000705009,0.0006501275,0.0002719476,0.00003780111,0.001030757,0.00009655076,0.00000951789],"category_scores_gemma":[0.0004696898,0.00008375577,0.00003698768,0.0003224385,0.0006746567,0.0004822859,0.0001348881,0.0006705557,0.000009775115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570028,"about_ca_system_score_gemma":0.0009728274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968687,"about_ca_topic_score_gemma":0.0002363992,"domain_scores_codex":[0.9973814,0.0002181172,0.0009468391,0.0001807434,0.000736505,0.0005363933],"domain_scores_gemma":[0.9973633,0.0001009045,0.001106759,0.0007590541,0.000438877,0.0002310742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004809065,0.0001743093,0.9948783,0.0002400163,0.0000169447,0.00001624259,0.003560219,0.0000181647,0.00002024433,0.0003680956,0.00009295884,0.0001336264],"study_design_scores_gemma":[0.009720396,0.001032377,0.8167952,0.005568016,0.00001446896,0.1633996,0.002977262,0.0002230802,0.0000122556,0.0001267322,0.00001395851,0.000116661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968687,0.0004413695,0.00005146981,0.001512577,0.0004210384,0.0005990171,0.000002000387,0.000007651149,0.00009623425],"genre_scores_gemma":[0.9993413,0.0004567826,0.00007395645,0.00005489532,0.000008832917,0.000005636512,0.000001480657,0.0000224127,0.00003467004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780831,"threshold_uncertainty_score":0.3415461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491888769217268,"score_gpt":0.3350716145856911,"score_spread":0.3101527268935185,"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."}}