{"id":"W2883930534","doi":"10.1097/pcc.0000000000001656","title":"Cardiac Surgery–Associated Kidney Injury in Children and Renal Oximetry","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; Stollery Children's Hospital","funders":"","keywords":"Medicine; Acute kidney injury; Cardiopulmonary bypass; Cardiac surgery; Renal replacement therapy; Intensive care; Kidney disease; Cardiology; Anesthesia; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007790086,0.0002711099,0.0003638852,0.000782209,0.0003739354,0.0005160366,0.0002597594,0.0003005507,0.001859627],"category_scores_gemma":[0.003985021,0.0001886913,0.0004839356,0.001458649,0.000366428,0.0005005629,0.0004939585,0.0007951042,0.0001667523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367272,"about_ca_system_score_gemma":0.0009255775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939089,"about_ca_topic_score_gemma":0.006589491,"domain_scores_codex":[0.999225,0.0001533781,0.00008578229,0.0001150017,0.000241574,0.0001793092],"domain_scores_gemma":[0.9965547,0.000618093,0.002023407,0.00009137052,0.000297949,0.0004144932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001672249,0.000008192284,0.9993086,0.000009975368,0.00000818446,0.00006200806,0.00002054677,0.00000925854,0.00003099379,0.000009529571,0.0000440611,0.0004719683],"study_design_scores_gemma":[0.000002649267,0.00006321353,0.9987086,0.00001653168,0.0000150734,0.0007983269,0.00009145734,0.00003854703,0.00004524312,0.00001006868,0.0002083829,0.000001888336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969535,0.001033676,0.0001482507,0.0001539979,0.00001990756,0.00001786542,0.0006029914,0.000005936364,0.001063761],"genre_scores_gemma":[0.99878,0.0005116023,0.0002143325,0.00003021836,0.00002011962,0.00002478518,0.00031455,0.000002610257,0.0001017927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004939089,"threshold_uncertainty_score":0.00982064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718309228965538,"score_gpt":0.3454702712577384,"score_spread":0.328287178968083,"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."}}