{"id":"W4400059538","doi":"10.1002/acr2.11680","title":"Unfavorable Outcomes Associated With Glucocorticoid Use in Current <scp>Standard‐of‐Care</scp> Management of Systemic Lupus Erythematosus in Canada","year":2024,"lang":"en","type":"article","venue":"ACR Open Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada); Toronto Western Hospital; AstraZeneca (Canada); Vancouver Coastal Health","funders":"AstraZeneca Canada","keywords":"Medicine; Cohort; Lupus nephritis; Systemic lupus erythematosus; Retrospective cohort study; Internal medicine; Cohort study; Glucocorticoid; Organ system; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004050747,0.0002115944,0.0003337045,0.0007175701,0.001334349,0.001047116,0.0006469933,0.0003831804,0.001210261],"category_scores_gemma":[0.001993676,0.0002023977,0.0003937198,0.002228765,0.000626596,0.0003074047,0.0006014202,0.0007273028,0.0001140384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01302704,"about_ca_system_score_gemma":0.01744228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9383345,"about_ca_topic_score_gemma":0.9478872,"domain_scores_codex":[0.9991591,0.00007134731,0.00006698037,0.000139634,0.0002609649,0.0003019861],"domain_scores_gemma":[0.9969301,0.0001253669,0.001392314,0.00006182551,0.0007179476,0.0007724754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004679391,0.00001458898,0.9987245,0.000009832241,0.00001834058,0.00006225621,0.00006596464,0.00003209866,0.00006538123,0.0000131732,0.0001500584,0.0007970977],"study_design_scores_gemma":[0.000005477561,0.00002167147,0.9993542,0.00001186612,0.00001143138,0.00009688935,0.0001950819,0.00008414521,0.00002255175,0.000006166605,0.0001868861,0.000003598431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970393,0.000581196,0.00003289416,0.0002295664,0.000006538919,0.0000174879,0.00131261,0.000004123648,0.0007764115],"genre_scores_gemma":[0.9989248,0.0002552391,0.00003488137,0.00005904856,0.000005472462,0.000004047794,0.0006145202,0.000001178815,0.0001008762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06166553,"threshold_uncertainty_score":0.1240574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340808775934449,"score_gpt":0.3010766552031163,"score_spread":0.2776685674437718,"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."}}