{"id":"W2160750682","doi":"10.1038/ki.2011.123","title":"Early postoperative serum cystatin C predicts severe acute kidney injury following pediatric cardiac surgery","year":2011,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McGill University Health Centre; Montreal Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Cystatin C; Medicine; Acute kidney injury; Cardiac surgery; Surgery; Internal medicine; Anesthesia; Cardiology; Creatinine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004802503,0.0003605112,0.0005032169,0.0004221248,0.0004028479,0.0007926153,0.0003661254,0.0005641185,0.0006921979],"category_scores_gemma":[0.005113375,0.000207888,0.0005091643,0.0006419934,0.0004945608,0.0006298432,0.0005359213,0.001454794,0.0001036509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700782,"about_ca_system_score_gemma":0.0011989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004250956,"about_ca_topic_score_gemma":0.005609975,"domain_scores_codex":[0.9995853,0.00007992693,0.00005309617,0.00004737578,0.00009606428,0.0001381539],"domain_scores_gemma":[0.9944249,0.001594492,0.002232495,0.0001652341,0.0004716027,0.001111163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296723,0.00004532398,0.9980798,0.000009085836,0.00001573264,0.0001887439,0.00003511865,0.00005072919,0.0002125564,0.00001875647,0.00006763005,0.001146914],"study_design_scores_gemma":[0.000005780367,0.0002110355,0.9974945,0.00001219598,0.00003526827,0.0008773861,0.0002608366,0.0003956396,0.0005521791,0.00003016157,0.0001198487,0.000005139283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994048,0.0001987153,0.00006928056,0.00005730413,0.00001187816,0.000003050139,0.0000438999,0.000003403192,0.0002076308],"genre_scores_gemma":[0.999498,0.0001570346,0.0001273566,0.00002252763,0.00001003953,0.00000333723,0.000111189,0.000002194951,0.00006835459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004250956,"threshold_uncertainty_score":0.008452415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651954650027435,"score_gpt":0.2980483788581253,"score_spread":0.271528832357851,"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."}}