{"id":"W2883965892","doi":"10.1016/j.jtcvs.2018.06.091","title":"Early intraoperative iron-binding proteins are associated with acute kidney injury after cardiac surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seven Oaks General Hospital; University of Toronto; Hospital for Sick Children; SickKids Foundation; University of Manitoba","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada; Research Manitoba","keywords":"Medicine; Acute kidney injury; Cardiopulmonary bypass; Transferrin saturation; Ferritin; Odds ratio; Hepcidin; Internal medicine; Kidney disease; Cardiac surgery; Area under the curve; Confidence interval; Gastroenterology; Surgery; Urology; Cardiology; Anemia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003073016,0.0003216146,0.001792387,0.0004584887,0.0001692538,0.00009099525,0.00007136306,0.0002009533,0.00006126467],"category_scores_gemma":[0.0007082418,0.0002271075,0.001608682,0.0004782888,0.0002897164,0.000439361,0.00004376134,0.0004465458,0.00001229532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006163554,"about_ca_system_score_gemma":0.0005734916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002355988,"about_ca_topic_score_gemma":0.000001000633,"domain_scores_codex":[0.9971739,0.0005209387,0.0006066662,0.0003080933,0.0009413052,0.0004490798],"domain_scores_gemma":[0.9979033,0.000153898,0.0004029742,0.0003874653,0.0006625073,0.0004898819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00727326,0.0003684708,0.8491003,0.000557948,0.01640886,0.004567334,0.001961389,0.0000016727,0.001316966,0.00000511864,0.02865479,0.08978389],"study_design_scores_gemma":[0.001022506,0.0007077687,0.9458278,0.003684928,0.01324704,0.001363719,0.001374189,0.0000051889,0.01343291,0.00003255964,0.01808411,0.001217235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905409,0.007454031,0.0003615673,0.0002593162,0.0007569975,0.0002971725,0.0000901961,0.00002697658,0.0002128949],"genre_scores_gemma":[0.9960316,0.002128435,0.0002045913,0.0003488473,0.0009852749,0.00002146801,0.0000206179,0.00005743965,0.0002017124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09672755,"threshold_uncertainty_score":0.9261175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037935316119661,"score_gpt":0.2503423037711017,"score_spread":0.2399629506099051,"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."}}