{"id":"W4396950565","doi":"10.1136/ard-2024-225613","title":"Remission and low disease activity are associated with lower healthcare costs: results from the Systemic Lupus International Collaborating Clinics (SLICC) inception cohort","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Calgary; Mount Sinai Hospital; McGill University Health Centre; University Health Network; Dalhousie University; University of Toronto; Université Laval; Queen Elizabeth II Health Sciences Centre; University of Manitoba; Toronto Western Hospital; Krembil Foundation","funders":"National Institutes of Health; UCLH Biomedical Research Centre; Novo Nordisk Fonden; National Research Foundation of Korea; Eusko Jaurlaritza; National Research Foundation; University College London; LUPUS UK; Novo Nordisk; National Institute for Health and Care Research; Canadian Institutes of Health Research; Lupus Research Alliance; Sandwell and West Birmingham Hospitals NHS Trust; Wellcome Trust; University of Calgary; Gigtforeningen; McGill University; Arthritis Society; Johns Hopkins University; Manchester Biomedical Research Centre; Université Laval","keywords":"Medicine; Prednisone; Cohort; Systemic lupus erythematosus; Internal medicine; Workforce; Cohort study; Disease; Pediatrics; Physical therapy","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":[0.001056126,0.0007572367,0.0008289574,0.0008414212,0.000934731,0.002138809,0.001030727,0.0009332858,0.003556069],"category_scores_gemma":[0.002942032,0.0008219896,0.001638209,0.001528225,0.0004026318,0.0009766788,0.001106178,0.002395016,0.0005098614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568857,"about_ca_system_score_gemma":0.0007990333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03145097,"about_ca_topic_score_gemma":0.02934457,"domain_scores_codex":[0.9991754,0.0001864221,0.00006374426,0.0002479382,0.0001110334,0.0002154899],"domain_scores_gemma":[0.9971724,0.0003148576,0.00112413,0.0003326064,0.000274591,0.0007813862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004313189,0.0000609664,0.9978872,0.000008444531,0.0002461742,0.00006001885,0.00008319048,0.00003048194,0.0001684684,0.00002790556,0.000414379,0.0005815996],"study_design_scores_gemma":[0.00004035237,0.00007001922,0.9990853,0.000007256146,0.0001689772,0.0001175138,0.0002005165,0.00009858167,0.00002426372,0.00002412831,0.0001569032,0.000006217227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970832,0.0002610543,0.00006050245,0.0001350585,0.00002824039,0.000008424991,0.001772745,0.000005356609,0.0006452998],"genre_scores_gemma":[0.9965577,0.0001617933,0.00007323423,0.0001399405,0.00005223079,0.00001348259,0.002235515,0.00001409056,0.0007520176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03145097,"threshold_uncertainty_score":0.06253576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389058187277448,"score_gpt":0.3478905907051345,"score_spread":0.3089847719773897,"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."}}