{"id":"W2148491053","doi":"10.1186/1471-2369-15-105","title":"Adjudication of etiology of acute kidney injury: experience from the TRIBE-AKI multi-center study","year":2014,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; Abbott Diagnostics; National Center for Research Resources; Georgia Clinical and Translational Science Alliance; American Heart Association; Canadian Institutes of Health Research; McGill University; McGill University Health Centre; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Cincinnati Children's Hospital Medical Center; Yale University","keywords":"Medicine; Acute kidney injury; Etiology; Internal medicine; Rifle; Creatinine; Acute tubular necrosis; Intensive care medicine; Urinalysis; Renal function; Urine","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":[0.0006056055,0.0001593465,0.0005645162,0.0001259742,0.00005439262,0.000003290092,0.0004559005,0.0001876972,0.0004907314],"category_scores_gemma":[0.001259917,0.0001077294,0.0001037603,0.000260565,0.0006464796,0.00005146447,0.0002286693,0.0002903078,0.00005984377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002857834,"about_ca_system_score_gemma":0.0002277231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003240008,"about_ca_topic_score_gemma":0.00002901979,"domain_scores_codex":[0.9977164,0.0007509577,0.0005411273,0.0003829114,0.0002886108,0.0003200124],"domain_scores_gemma":[0.9979661,0.0004120956,0.0002734504,0.0009349578,0.0002308815,0.0001825198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003757535,0.001965999,0.8150098,0.00002329327,0.0004792362,0.000003938944,0.003063619,1.388663e-7,0.1288067,0.0002267261,0.04527761,0.001385377],"study_design_scores_gemma":[0.01377934,0.00556994,0.913199,0.00002839617,0.0004551621,0.00002908954,0.0007453086,0.001005983,0.01572356,0.0001500401,0.04914016,0.0001739995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918047,0.00002328917,0.003321864,0.002950989,0.0001889827,0.001053817,0.0003784581,0.00002916536,0.0002487689],"genre_scores_gemma":[0.9930872,0.00003194706,0.002347303,0.003811868,0.000161183,0.000206205,0.0001898621,0.00002047192,0.0001439863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130831,"threshold_uncertainty_score":0.5373165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438265902345856,"score_gpt":0.3688752886890802,"score_spread":0.3250486984544946,"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."}}