{"id":"W2074531756","doi":"10.1542/peds.2014-2949","title":"Cardiac Biomarkers and Acute Kidney Injury After Cardiac Surgery","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University; McGill University Health Centre; Institute of Population and Public Health; Montreal Children's Hospital; Population Health Research Institute","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Abbott Diagnostics; National Institutes of Health; Abbott Laboratories","keywords":"Medicine; Acute kidney injury; Odds ratio; Cardiac surgery; Internal medicine; Confidence interval; Creatinine; Cardiology; Natriuretic peptide; Creatine kinase; Creatine; Biomarker; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.001307357,0.0002592585,0.000642992,0.0004932262,0.00005796133,0.00005735722,0.0001030152,0.0002364986,0.00008380959],"category_scores_gemma":[0.001766468,0.0002305104,0.0002598459,0.0008198477,0.0001569207,0.0001910441,0.0002310914,0.0003560962,0.0002668666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253204,"about_ca_system_score_gemma":0.001682541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000656091,"about_ca_topic_score_gemma":1.310109e-7,"domain_scores_codex":[0.9975851,0.0001596899,0.000339738,0.0004481414,0.0008534672,0.0006139096],"domain_scores_gemma":[0.996782,0.0002084525,0.00007381316,0.0005503133,0.0003346844,0.002050748],"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":[0.0004586936,0.00002171371,0.3897159,0.0000736006,0.0001823694,0.00008878706,0.00009585458,2.163943e-9,0.0001449287,0.000002964491,0.6074049,0.001810248],"study_design_scores_gemma":[0.0009037824,0.0004494775,0.07930177,0.00003614047,0.002086778,0.00005730742,0.0001874804,0.00003362529,0.001383448,0.0001099583,0.9147059,0.0007443886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623013,0.006098692,0.00004162718,0.008313586,0.00380985,0.001223367,0.007162618,0.0003196691,0.01072933],"genre_scores_gemma":[0.9610828,0.014912,0.002934452,0.004878278,0.007048419,0.0004811699,0.001586391,0.0002629191,0.006813538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3104141,"threshold_uncertainty_score":0.9399942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520600024500924,"score_gpt":0.306311053139829,"score_spread":0.2811050528948198,"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."}}