{"id":"W2107320405","doi":"10.1080/13547500903067744","title":"Comparative analysis of urinary biomarkers for early detection of acute kidney injury following cardiopulmonary bypass","year":2009,"lang":"en","type":"article","venue":"Biomarkers","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Johnson and Johnson; Satellite Healthcare; Cleveland Clinic Foundation","keywords":"Medicine; Acute kidney injury; Cystatin C; Cardiopulmonary bypass; Lipocalin; Biomarker; Urinary system; Cardiac surgery; Prospective cohort study; Beta-2 microglobulin; Internal medicine; Creatinine; Area under the curve; Receiver operating characteristic; Cohort; Urology; Gastroenterology","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":[0.002704072,0.0004568797,0.0006784222,0.0007290738,0.0001676054,0.0008097478,0.000242435,0.0005652794,0.0004162823],"category_scores_gemma":[0.0115659,0.0002539348,0.0003617026,0.0004340556,0.0002396005,0.0006119093,0.0002999407,0.0004512496,0.0001788099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851082,"about_ca_system_score_gemma":0.0002619964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000407969,"about_ca_topic_score_gemma":0.0004382956,"domain_scores_codex":[0.9985414,0.0007791794,0.0001021818,0.0001936395,0.0002564496,0.0001273029],"domain_scores_gemma":[0.9934341,0.003666988,0.00166128,0.0002692765,0.000542776,0.0004256346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00544729,0.0002974856,0.9790595,0.0000428089,0.0002702555,0.00008248627,0.00008027528,0.0003147838,0.003747965,0.00002531679,0.00006707909,0.01056475],"study_design_scores_gemma":[0.0001470746,0.004526518,0.9880331,0.0000145639,0.0002299858,0.0004789672,0.00009743981,0.002745405,0.003440519,0.00006026847,0.0002088966,0.00001726055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988874,0.0006018144,0.0003218601,0.00002139194,0.000009381999,0.000008953228,0.00003962967,0.000004758598,0.0001047698],"genre_scores_gemma":[0.9992939,0.0001297378,0.000377657,0.00002121282,0.00001711621,0.000008968376,0.00009092653,0.000002151343,0.00005815935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002704072,"threshold_uncertainty_score":0.01430064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622997547552176,"score_gpt":0.3488918714532275,"score_spread":0.3226618959777058,"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."}}