{"id":"W4306407160","doi":"10.1007/s00467-022-05775-z","title":"Acute kidney injury requiring kidney replacement therapy in childhood lupus nephritis: a cohort study of the Pediatric Nephrology Research Consortium and Childhood Arthritis and Rheumatology Research Alliance","year":2022,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Acute kidney injury; Nephrology; Internal medicine; Lupus nephritis; Renal replacement therapy; Kidney disease; Dialysis; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01131982,0.000531481,0.001758931,0.002326538,0.001153692,0.00005877137,0.00104557,0.00045699,0.0003706936],"category_scores_gemma":[0.002728123,0.0004691435,0.0001398376,0.004333253,0.001177031,0.0001676758,0.003079372,0.004098233,0.00001735203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972409,"about_ca_system_score_gemma":0.002563888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009634721,"about_ca_topic_score_gemma":0.0001088609,"domain_scores_codex":[0.984219,0.00711566,0.001881988,0.001983774,0.002545279,0.002254307],"domain_scores_gemma":[0.9944612,0.001763261,0.0004961707,0.001819671,0.0006379817,0.0008217174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002399286,0.002122786,0.9561859,0.0002714441,0.0003651099,0.0003272924,0.006704576,0.000002094191,0.0003963124,0.0001637493,0.03022524,0.0008361661],"study_design_scores_gemma":[0.02735748,0.0132545,0.9153285,0.0001082953,0.000253922,0.03151332,0.005004479,0.00006738775,0.00004394907,0.001011223,0.005487784,0.0005691472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724984,0.01273138,0.000001323509,0.005419175,0.0007035867,0.008257635,0.0001285766,0.00007617746,0.0001837782],"genre_scores_gemma":[0.9344928,0.06029182,0.00007211751,0.001436032,0.0004267996,0.002878275,0.00003012909,0.0001137315,0.0002583028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04756044,"threshold_uncertainty_score":0.999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521027934579135,"score_gpt":0.3274145141814515,"score_spread":0.3022042348356602,"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."}}