{"id":"W4408177230","doi":"10.1016/s2468-1253(25)00006-8","title":"Global epidemiology of acute kidney injury in hospitalised patients with decompensated cirrhosis: the International Club of Ascites GLOBAL AKI prospective, multicentre, cohort study","year":2025,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Gentofte Hospital; RWTH Aachen University; European Association for the Study of the Liver; Addis Ababa University; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas; Medizinische Universität Wien; Instituto de Salud Carlos III; Società Italiana di Medicina Interna; Sapienza Università di Roma; Universität Wien; European Regional Development Fund; Tel Aviv University; Syddansk Universitet; Klinisk Institut, Syddansk Universitet; Odense Universitetshospital","keywords":"Medicine; Acute kidney injury; Epidemiology; Cirrhosis; Ascites; Prospective cohort study; Internal medicine; Intensive care medicine; Cohort; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001626647,0.0007516193,0.001070569,0.0009429825,0.0006675549,0.001645801,0.0008774482,0.00135342,0.001275968],"category_scores_gemma":[0.003391875,0.0008206664,0.00139259,0.002927911,0.000496853,0.001253986,0.001870675,0.001690452,0.0003264374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740251,"about_ca_system_score_gemma":0.0007362777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321307,"about_ca_topic_score_gemma":0.01918465,"domain_scores_codex":[0.9989574,0.0003099169,0.000125639,0.000236245,0.0001460224,0.0002247527],"domain_scores_gemma":[0.997044,0.0003120676,0.001105507,0.0006006496,0.0003272387,0.0006105299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000656553,0.00004897539,0.9969481,0.00004371667,0.0005578178,0.0001097172,0.00008227601,0.00007171438,0.0002209553,0.00006125848,0.0005258418,0.000673107],"study_design_scores_gemma":[0.00008961933,0.0001167056,0.9988631,0.00002317738,0.0002297923,0.0001609908,0.0001661963,0.00009026659,0.00002327089,0.00004232482,0.0001820825,0.0000124619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936178,0.001455203,0.0001709188,0.0002274107,0.00005130078,0.0000482658,0.003812298,0.000009739138,0.0006072067],"genre_scores_gemma":[0.9958206,0.0006399906,0.0001744208,0.0001162543,0.00006522646,0.0000550511,0.002899532,0.000008245093,0.0002207246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321307,"threshold_uncertainty_score":0.0262723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007540364494315017,"score_gpt":0.2873710164875122,"score_spread":0.2798306519931972,"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."}}