{"id":"W2035885998","doi":"10.1038/ki.2015.104","title":"Perioperative heart-type fatty acid binding protein is associated with acute kidney injury after cardiac surgery","year":2015,"lang":"en","type":"article","venue":"Kidney International","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute; Institute for Clinical Evaluative Sciences; Western University","funders":"National Institutes of Health; Abbott Diagnostics; Ontario Ministry of Health and Long-Term Care; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Institute for Clinical Evaluative Sciences","keywords":"Acute kidney injury; Medicine; Perioperative; Internal medicine; Odds ratio; Cardiac surgery; Creatinine; Cardiology; Kidney disease; Heart-type fatty acid binding protein; Cohort; Surgery; Fatty acid-binding protein","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000901204,0.000393006,0.0006792965,0.0004916927,0.0001196777,0.000169555,0.0002775093,0.000248591,0.002870298],"category_scores_gemma":[0.004804422,0.0003184955,0.0002425727,0.0006489472,0.0002449265,0.0005251125,0.0002077666,0.000689843,0.0008463346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008885569,"about_ca_system_score_gemma":0.004265445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004767338,"about_ca_topic_score_gemma":0.000001025374,"domain_scores_codex":[0.9962878,0.0002262312,0.0004726699,0.0006323826,0.001747681,0.0006332863],"domain_scores_gemma":[0.9957117,0.00006682129,0.0001544977,0.0004463168,0.001615377,0.002005298],"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":[0.002824899,0.0002285386,0.1026038,0.00002097044,0.002071748,0.0003117184,0.00077166,2.68727e-8,0.07865267,0.00004617227,0.8123367,0.0001310926],"study_design_scores_gemma":[0.003454116,0.001528965,0.01197234,0.001289314,0.000462715,0.0002730651,0.0003060039,0.0002760755,0.4283521,0.0000506821,0.5509853,0.001049276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041709,0.00004051636,0.00008116296,0.0648421,0.001885743,0.001595672,0.01243017,0.0002751494,0.01467852],"genre_scores_gemma":[0.9470109,0.00002496719,0.002487854,0.01360729,0.0008350271,0.0006062437,0.005350537,0.0001344356,0.02994271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496994,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03355414359467042,"score_gpt":0.3223692111662982,"score_spread":0.2888150675716278,"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."}}