{"id":"W4405364188","doi":"10.1016/j.cgh.2024.10.023","title":"Acute Kidney Injury in Patients With Cirrhosis and Chronic Kidney Disease: Results From the HRS-HARMONY Consortium","year":2024,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Division of Diabetes, Endocrinology, and Metabolic Diseases; Novo Nordisk; National Institute of Diabetes and Digestive and Kidney Diseases; Mallinckrodt Pharmaceuticals; National Institutes of Health; Pfizer; National Institute on Alcohol Abuse and Alcoholism; Eli Lilly and Company","keywords":"Medicine; Kidney disease; Acute kidney injury; Cirrhosis; Internal medicine; Gastroenterology; Intensive care medicine; Urology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714648,0.000925813,0.001510142,0.001709207,0.000799488,0.001919198,0.001303336,0.001259584,0.0009674702],"category_scores_gemma":[0.005843763,0.0003723463,0.001934616,0.003595355,0.0006893221,0.001721276,0.00486316,0.001049234,0.0003658871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217899,"about_ca_system_score_gemma":0.002175756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02945323,"about_ca_topic_score_gemma":0.03628712,"domain_scores_codex":[0.996264,0.001274632,0.0004144422,0.0004569971,0.001049018,0.0005408424],"domain_scores_gemma":[0.9962574,0.0003970689,0.001387328,0.0004005929,0.0007561938,0.0008014307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093379,0.0001283736,0.9922712,0.00006833809,0.0008313755,0.00006523858,0.00009397876,0.0002662022,0.00008739633,0.00009334405,0.00286566,0.002135512],"study_design_scores_gemma":[0.0001283606,0.00006273762,0.9988132,0.00001986584,0.0001401997,0.00003991415,0.0002219085,0.00009057405,0.0000305207,0.00003814847,0.000405499,0.000009050183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729182,0.001083207,0.0001790713,0.001321275,0.00007400243,0.0002351748,0.02073523,0.00002849869,0.003425393],"genre_scores_gemma":[0.9618617,0.0006422717,0.0002424578,0.0005838959,0.0001402977,0.0001842498,0.03568431,0.00001928392,0.0006414049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02945323,"threshold_uncertainty_score":0.05856359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136252668826158,"score_gpt":0.2922009446252216,"score_spread":0.2785756777426058,"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."}}