{"id":"W2012976167","doi":"10.1007/s10620-012-2180-x","title":"Urinary Neutrophil Gelatinase-Associated Lipocalin Predicts Mortality and Identifies Acute Kidney Injury in Cirrhosis","year":2012,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hepatorenal syndrome; Azotemia; Acute kidney injury; Cirrhosis; Internal medicine; Kidney disease; Creatinine; Gastroenterology; Urinary system; Renal function","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683343,0.0001890455,0.0003189603,0.0002199699,0.0003022976,0.00009550875,0.000125853,0.00008109761,0.00006517077],"category_scores_gemma":[0.00116488,0.000147337,0.00005929051,0.0005715878,0.001203515,0.0006369008,0.0002064161,0.0001880102,0.00000662989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005965698,"about_ca_system_score_gemma":0.0002581168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002479781,"about_ca_topic_score_gemma":0.000001118193,"domain_scores_codex":[0.9980834,0.0001332571,0.000251676,0.000415837,0.0005492911,0.0005665602],"domain_scores_gemma":[0.9985107,0.0001304144,0.00008247298,0.0001615846,0.00008917275,0.001025614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376712,0.000447155,0.9948177,0.0000491033,0.00007487864,0.00005240568,0.0003831664,9.391903e-8,0.0006391923,0.0001214798,0.002957774,0.0003194232],"study_design_scores_gemma":[0.0006012046,0.0005917049,0.9970397,0.0001484041,0.000193931,0.00001851077,0.0002839337,0.0003074897,0.0002279899,0.0002607068,0.0001667491,0.0001597067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995133,0.0009584331,0.000001793625,0.00141535,0.0001361456,0.0003712402,0.001177996,0.0000451836,0.0007608187],"genre_scores_gemma":[0.9981747,0.0007662224,0.00002988475,0.0005815536,0.00009633685,0.00005761902,0.0000892949,0.00001046866,0.0001939705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00304161,"threshold_uncertainty_score":0.6008228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362623133491958,"score_gpt":0.3585017242364167,"score_spread":0.3148754929014972,"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."}}