{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008122578,0.0003465317,0.002138352,0.0005494475,0.00002666783,0.00005223829,0.0006204596,0.000141963,0.00002889573],"category_scores_gemma":[0.0004530111,0.0002678325,0.00009481363,0.001222971,0.0001100071,0.000208008,0.0004543823,0.0004405604,0.0000176687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040141,"about_ca_system_score_gemma":0.003341207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2993421,"about_ca_topic_score_gemma":0.5662807,"domain_scores_codex":[0.995938,0.0003107128,0.001473787,0.0006365757,0.0008669408,0.0007739522],"domain_scores_gemma":[0.9969705,0.001477498,0.0003604221,0.0007930488,0.0002527746,0.0001457296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002027966,0.0001241779,0.9763169,0.01406069,0.0005768185,0.001265705,0.002896584,0.00009079398,0.00002970652,0.00303674,0.001020966,0.0003780783],"study_design_scores_gemma":[0.05646852,0.002351342,0.2549812,0.3138156,0.0009748751,0.08710757,0.2726047,0.004266846,0.002520287,0.00052917,0.003125124,0.00125483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854731,0.009413921,0.00003070274,0.00009278431,0.0007889193,0.003048023,0.00007302286,0.00003319004,0.001046319],"genre_scores_gemma":[0.9975463,0.001198957,0.0001415211,0.00001216786,0.000001950799,0.0002561396,0.00005144328,0.00006970022,0.0007218901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7213358,"threshold_uncertainty_score":0.9999774,"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."}}