{"id":"W4407157691","doi":"10.1001/jama.2024.27441","title":"Simvastatin and Rifaximin in Decompensated Cirrhosis","year":2025,"lang":"en","type":"article","venue":"JAMA","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Toronto Liver Centre; University Health Network","funders":"Universitat Autònoma de Barcelona; Universität Zürich; Universitat de Barcelona; University College London; U.S. Department of Veterans Affairs; University of Alberta; Instituto de Investigación Sanitaria Gregorio Marañón; Centres de Recerca de Catalunya; Health Services Research and Development; Aarhus Universitet; Massachusetts General Hospital; KU Leuven; National Institute of Diabetes and Digestive and Kidney Diseases; Universidad Complutense de Madrid","keywords":"Medicine; Cirrhosis; Internal medicine; Rifaximin; Gastroenterology; Hepatic encephalopathy; Ascites; Hazard ratio; Placebo; Clinical endpoint; Randomized controlled trial; Confidence interval; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000488343,0.0000393447,0.00007842188,0.00008923321,0.00001322358,0.000009686732,0.00001348691,0.00002940898,0.00004590389],"category_scores_gemma":[0.00001046767,0.00003540343,0.00001279595,0.0001255033,0.0000123507,0.00004191256,0.000004928034,0.00005207612,0.00001127793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209748,"about_ca_system_score_gemma":0.00002947191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001324175,"about_ca_topic_score_gemma":0.00005698348,"domain_scores_codex":[0.9997027,0.00001600968,0.00008142958,0.00009018458,0.00004393863,0.00006573393],"domain_scores_gemma":[0.9998319,0.00005381778,0.000009293264,0.00005395783,0.00001902633,0.0000320088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006883991,0.0001523766,0.9316924,0.0004211369,0.0001397882,0.0002062837,0.001301338,0.000003579386,0.004031024,0.001771852,0.0009252903,0.05866656],"study_design_scores_gemma":[0.002781313,0.00002512022,0.9926689,0.0001633453,0.0001090407,0.000003439722,0.0001138099,0.000391279,0.003049114,0.0003942302,0.0002663092,0.00003409178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992603,0.0001795284,0.0000859987,0.001578301,0.0000266859,0.0001134547,0.000006328756,0.00001859995,0.005388099],"genre_scores_gemma":[0.9984897,0.00008043409,0.0002455438,0.0008566894,0.00001178855,0.0000064429,0.00003149592,0.00000269563,0.0002751447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06097654,"threshold_uncertainty_score":0.144371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008056909128126503,"score_gpt":0.2728464982744597,"score_spread":0.2647895891463332,"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."}}