{"id":"W2168092673","doi":"10.1093/ndt/gfr387","title":"Greater increase in urinary hepcidin predicts protection from acute kidney injury after cardiopulmonary bypass","year":2011,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiopulmonary bypass; Hepcidin; Acute kidney injury; Urinary system; Internal medicine; Cardiology; Kidney; Urology; Inflammation","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":[0.0004096165,0.0002884832,0.0002255791,0.0003858916,0.0001938479,0.0004374224,0.0001647115,0.0003159498,0.00203429],"category_scores_gemma":[0.003044098,0.0001038855,0.0002124054,0.0002477577,0.0001904643,0.000197414,0.0002386636,0.0006034329,0.000186126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301644,"about_ca_system_score_gemma":0.0001985555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007070795,"about_ca_topic_score_gemma":0.0004885587,"domain_scores_codex":[0.9998633,0.00003682288,0.00001630906,0.00002712419,0.00002878845,0.00002757425],"domain_scores_gemma":[0.9978814,0.0006518909,0.0008620674,0.00006234892,0.0001539545,0.0003883508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001987358,0.00002598316,0.998178,0.000005862611,0.0000251922,0.00004134683,0.00001170715,0.00005145721,0.0003994162,0.000006514451,0.00004145292,0.001014323],"study_design_scores_gemma":[0.000008011648,0.0001437947,0.9985433,0.000004536144,0.00002356219,0.0003326525,0.00002955152,0.0005992001,0.0002212742,0.00002061188,0.00007113435,0.00000237152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994805,0.0001589225,0.00009795393,0.00002327338,0.000004912071,0.000003529169,0.00005611605,0.000004183633,0.0001705881],"genre_scores_gemma":[0.9997208,0.00003952823,0.00008173445,0.000007922175,0.000007586598,0.00000258331,0.00009088837,9.809069e-7,0.00004804366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00203429,"threshold_uncertainty_score":0.00680536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371905394262359,"score_gpt":0.2313408476378101,"score_spread":0.2176217936951865,"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."}}