{"id":"W1538684891","doi":"10.1159/000375345","title":"Definition and Diagnosis of Acute Kidney Injury in Cirrhosis","year":2015,"lang":"en","type":"article","venue":"Digestive Diseases","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Hepatorenal syndrome; Cirrhosis; Acute kidney injury; Creatinine; Renal function; Kidney disease; Hepatology; Intensive care medicine; Internal medicine; Acute tubular necrosis; Nephrology; Gastroenterology","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":[0.00002909833,0.00007960665,0.0001542806,0.0001110227,0.00001296782,0.000005693389,0.00002121647,0.00002895135,0.00001960576],"category_scores_gemma":[0.00005883882,0.00007226111,0.00003946934,0.000131216,0.00006494192,0.000129492,0.000009942824,0.00003523459,0.000007714603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447852,"about_ca_system_score_gemma":0.0001310493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009588458,"about_ca_topic_score_gemma":6.506402e-7,"domain_scores_codex":[0.9994794,0.00002839291,0.000122363,0.0001377741,0.0001393348,0.00009274758],"domain_scores_gemma":[0.9994433,0.00004024564,0.00003648021,0.00007612186,0.0000870049,0.0003168592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007166349,0.0002763336,0.9968636,0.0001058271,0.0001354879,0.00006104613,0.0003824903,1.464346e-7,0.000100583,0.0005247591,0.0003882645,0.0004448507],"study_design_scores_gemma":[0.001399135,0.0002210357,0.9936808,0.0002700966,0.00118973,0.000003135325,0.000103198,0.000008901947,0.00182524,0.001199365,0.00002546606,0.00007388915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969031,0.000362364,0.00001000837,0.0002807484,0.00003221156,0.0001912046,0.001390581,0.00002067764,0.0008091257],"genre_scores_gemma":[0.9980523,0.0008172322,0.00008036155,0.0003415395,0.00002073286,0.00006729268,0.000604913,0.000007975743,0.00000764753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003182769,"threshold_uncertainty_score":0.2946723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592867380417387,"score_gpt":0.283106718188111,"score_spread":0.2571780443839372,"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."}}