{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000370927,0.0002758148,0.0003390216,0.0005123168,0.0005185466,0.0005793052,0.0002268597,0.000372775,0.001326608],"category_scores_gemma":[0.002118107,0.0001495943,0.0002684864,0.0005869587,0.0003064174,0.0003901597,0.0004557749,0.000493115,0.0001551898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686501,"about_ca_system_score_gemma":0.0005146369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998608,"about_ca_topic_score_gemma":0.004272505,"domain_scores_codex":[0.999603,0.00009833567,0.00005371265,0.0000520734,0.00008385898,0.0001089507],"domain_scores_gemma":[0.9980754,0.0002129863,0.0009098023,0.00005585617,0.0001728504,0.0005730832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005129918,0.00001087171,0.9992445,0.00000448796,0.00001210091,0.00007704378,0.00001426937,0.00001921099,0.00003655308,0.000005946874,0.00006280974,0.0004610045],"study_design_scores_gemma":[0.000005594888,0.00007270079,0.9990081,0.000008628876,0.00001327574,0.000512108,0.0001116842,0.0001472957,0.00002392133,0.00003680497,0.00005708255,0.000002827896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990183,0.000258945,0.0000363478,0.0001405721,0.00001288294,0.000005876328,0.0001885718,0.000002751103,0.0003357725],"genre_scores_gemma":[0.9994971,0.00009762728,0.0000362988,0.00003335438,0.00001957329,0.00000287563,0.0002831952,4.509388e-7,0.00002967013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002998608,"threshold_uncertainty_score":0.005962312,"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."}}