{"id":"W4392096571","doi":"10.1001/jamanetworkopen.2024.0243","title":"Major Adverse Kidney Events in Pediatric Continuous Kidney Replacement Therapy","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Roy J. and Lucille A. Carver College of Medicine, University of Iowa; National Institute of General Medical Sciences; School of Medicine, Indiana University; Health Science Center, University of Tennessee; University of South Carolina","keywords":"Medicine; Renal replacement therapy; Dialysis; Acute kidney injury; Renal function; Kidney disease; Odds ratio; Adverse effect; Comorbidity; Internal medicine; Extracorporeal membrane oxygenation; Intensive care medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00257283,0.0003179655,0.0005790067,0.0002844702,0.00010744,0.0001498206,0.0007468421,0.0002445226,0.003949368],"category_scores_gemma":[0.0007214592,0.0002617019,0.0001552267,0.001422363,0.00004550703,0.0004339141,0.0006528306,0.0008917361,0.001236524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281705,"about_ca_system_score_gemma":0.001650752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432551,"about_ca_topic_score_gemma":0.00001079223,"domain_scores_codex":[0.9966363,0.000320352,0.0006345999,0.0007830334,0.0007176906,0.0009079859],"domain_scores_gemma":[0.9976504,0.0001846833,0.00009192211,0.0008157796,0.0001111535,0.001146056],"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":[0.002583917,0.0001877763,0.2531666,0.0001439588,0.0001617591,0.0004072588,0.0002150657,0.000002931193,0.00004528292,0.0001368613,0.7391672,0.003781335],"study_design_scores_gemma":[0.01213651,0.001057198,0.1001271,0.001171938,0.0001311967,0.0000923495,0.00009543316,0.001097531,0.0001112476,0.000453232,0.8831151,0.0004112233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6229152,0.007604469,0.0001754373,0.1484127,0.005152773,0.01565205,0.0005093883,0.0006535865,0.1989244],"genre_scores_gemma":[0.8337328,0.007714453,0.002564028,0.04173957,0.007143869,0.001636775,0.001187344,0.0002855084,0.1039957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108176,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727256731849296,"score_gpt":0.3418340638829555,"score_spread":0.3145614965644625,"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."}}