{"id":"W6992693599","doi":"","title":"Lupus Nephritis in Western Australia-epidemiology and Outcomes Over Time","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Lupus nephritis; Lupus erythematosus; Disease; Nephritis; Connective tissue disease; Autoimmune disease; Systemic lupus erythematosus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000991803,0.0002748653,0.0005000515,0.002602034,0.00100836,0.0013106,0.0006877129,0.0006691288,0.001014588],"category_scores_gemma":[0.003871825,0.0004060868,0.0007314525,0.004659157,0.0004706644,0.001398681,0.001791542,0.0007538968,0.0002575544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210024,"about_ca_system_score_gemma":0.002221505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2358876,"about_ca_topic_score_gemma":0.215577,"domain_scores_codex":[0.9986829,0.0002467915,0.0002938933,0.0002440167,0.0002700177,0.0002623537],"domain_scores_gemma":[0.9961552,0.0001661485,0.001987767,0.0001175657,0.0008041147,0.0007692493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002599862,0.0000366517,0.9973006,0.00002817635,0.00004403307,0.00006121345,0.0004087806,0.00001612795,0.00005217286,0.00001668254,0.0001175305,0.00189205],"study_design_scores_gemma":[7.131837e-7,0.00002017906,0.9993285,0.00001145034,0.00001058836,0.00006938284,0.0004114531,0.00002737285,0.000006776405,0.000006073502,0.0001051248,0.000002364658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962043,0.00160399,0.00006975476,0.0001961232,0.00001301961,0.00002562771,0.0009822121,0.000007334163,0.0008975046],"genre_scores_gemma":[0.9974328,0.0009793651,0.000109494,0.00007050834,0.00001953525,0.00002865738,0.0007455568,0.000002816995,0.0006114507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358876,"threshold_uncertainty_score":0.4690292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029623187651829,"score_gpt":0.4200850859379656,"score_spread":0.3171227671727828,"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."}}