{"id":"W4311672243","doi":"10.1007/s00467-022-05848-z","title":"How common is chronic kidney disease in children with lupus nephritis?","year":2022,"lang":"en","type":"editorial","venue":"Pediatric Nephrology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Lupus nephritis; Nephrology; Kidney disease; Internal medicine; Nephritis; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007109297,0.0008351564,0.00190599,0.001550347,0.000187746,0.0001019483,0.0009345126,0.001203118,0.001647416],"category_scores_gemma":[0.001080692,0.0007483821,0.0003078543,0.00144142,0.0002627274,0.0001459718,0.0007030229,0.004010882,0.0001234126],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755002,"about_ca_system_score_gemma":0.007579244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006955929,"about_ca_topic_score_gemma":0.0001673709,"domain_scores_codex":[0.9929823,0.0006239669,0.0007647622,0.001600753,0.002470863,0.001557405],"domain_scores_gemma":[0.99558,0.0008364014,0.0004949157,0.001668705,0.0002467261,0.001173217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007925475,0.0001656706,0.4168129,0.0009434323,0.0001988059,0.0007263088,0.00009619374,0.000001817332,0.000002241638,0.000004800837,0.5801184,0.000136851],"study_design_scores_gemma":[0.01084965,0.001555051,0.005865798,0.0001272717,0.001120331,0.003209003,0.00003576715,0.00003584841,8.927907e-7,0.00006129354,0.9764358,0.0007032699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.2804677,0.04086624,0.00001228966,0.008508968,0.6601286,0.006328085,0.002880909,0.0004033734,0.0004038531],"genre_scores_gemma":[0.01442703,0.01206795,0.00006040215,0.001160963,0.9558949,0.001458695,0.005149302,0.0003717122,0.009409001],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4109471,"threshold_uncertainty_score":0.9994967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007263792727758536,"score_gpt":0.2593746387656686,"score_spread":0.2521108460379101,"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."}}