{"id":"W4205933259","doi":"10.1111/liv.15154","title":"Prognosis of hospitalized patients with cirrhosis and acute kidney disease","year":2022,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Grifols","keywords":"Medicine; Renal function; Ascites; Cirrhosis; Internal medicine; Creatinine; Diabetes mellitus; Gastroenterology; Kidney disease; Acute kidney injury; Stage (stratigraphy); Hepatorenal syndrome; Endocrinology","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":[0.00002052644,0.00005767083,0.00007505297,0.00007105328,0.0000419135,0.000006579659,0.00005163597,0.000007603649,0.0007933566],"category_scores_gemma":[0.000003491554,0.0000492977,0.00003456369,0.00005487712,0.00003106107,0.00008924266,0.00003341603,0.00004387924,0.000002353129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002650782,"about_ca_system_score_gemma":0.00005194053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576222,"about_ca_topic_score_gemma":2.267633e-7,"domain_scores_codex":[0.9993456,0.00001399158,0.00009037948,0.0001287386,0.0003643107,0.00005697378],"domain_scores_gemma":[0.9996657,0.000009456829,0.00004937134,0.00005763197,0.0000929783,0.0001248623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500555,0.0003545696,0.9961579,0.00004622666,0.0006534635,0.00004050397,0.0003296921,0.000001695815,0.00002819935,0.0002874515,0.000412017,0.000187705],"study_design_scores_gemma":[0.002915674,0.000228555,0.9952509,0.00003797057,0.0007355745,0.000003366753,0.00001818263,0.0001772476,0.0001110629,0.00004357498,0.0004194906,0.00005836635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974694,0.0000290933,0.00003010542,0.0004987738,0.00009226231,0.0002456828,0.001109255,0.00001544054,0.0005099956],"genre_scores_gemma":[0.9979128,0.00003922806,0.0001755086,0.0004427517,0.0000203679,0.00004062065,0.001188984,0.000007575099,0.0001721163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001415119,"threshold_uncertainty_score":0.8686698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00491347355036912,"score_gpt":0.2150653102513146,"score_spread":0.2101518367009454,"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."}}