{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007553,0.0002547641,0.0003909632,0.0005858003,0.0002554303,0.0004399042,0.0002387715,0.0002474944,0.0010643],"category_scores_gemma":[0.002585371,0.0001400396,0.0006567827,0.001081246,0.0001760347,0.0003494211,0.0005170159,0.0006465964,0.00008684844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916284,"about_ca_system_score_gemma":0.0006117527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002707376,"about_ca_topic_score_gemma":0.004036498,"domain_scores_codex":[0.9990519,0.0002399802,0.0001786788,0.0001830747,0.0002501571,0.00009630187],"domain_scores_gemma":[0.9963244,0.0004081235,0.002768798,0.00007979301,0.0001702506,0.0002486874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000025737,0.000008543399,0.9986023,0.00002265649,0.00003292042,0.00004307076,0.00001636413,0.00002865314,0.00001930215,0.00001239674,0.0000902512,0.00109786],"study_design_scores_gemma":[0.000003881662,0.00005054925,0.9992112,0.00002499874,0.0000173666,0.0003253036,0.0000410492,0.00007512942,0.00002891176,0.00001373253,0.0002064943,0.00000127569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931837,0.00276637,0.0003413181,0.000166806,0.00002537011,0.00004863934,0.002609625,0.00001028832,0.0008480012],"genre_scores_gemma":[0.9969183,0.0009580299,0.0003286329,0.0000562319,0.00002827881,0.00005318093,0.001567808,0.000002339983,0.00008705289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002707376,"threshold_uncertainty_score":0.005383193,"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."}}