{"id":"W4214683414","doi":"10.14740/gr1498","title":"Statin Use in Patients With Chronic Liver Disease and Cirrhosis: Current Evidence and Future Directions","year":2022,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cirrhosis; Decompensation; Tolerability; Liver disease; Intensive care medicine; Regimen; Hepatocellular carcinoma; Internal medicine; Chronic liver disease; Disease; Statin; Gastroenterology; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003155117,0.0003127368,0.0008481857,0.0005569573,0.0001853348,0.00005211487,0.0001112602,0.00006945473,0.0002349794],"category_scores_gemma":[0.00009403403,0.0002221225,0.0001077297,0.0003037176,0.0002771294,0.0001459333,0.0003591598,0.0009806633,0.000008078534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819041,"about_ca_system_score_gemma":0.0004283139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197832,"about_ca_topic_score_gemma":0.0002664843,"domain_scores_codex":[0.996828,0.0009734831,0.0003019243,0.0007692022,0.0005337899,0.0005935773],"domain_scores_gemma":[0.9984715,0.0004263559,0.00009416278,0.0004127973,0.000106515,0.0004886505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005166919,0.0009081642,0.6492075,0.005431722,0.0002218826,0.0001665223,0.00004627291,4.307409e-8,1.378798e-9,0.000004237603,0.000284844,0.3432122],"study_design_scores_gemma":[0.001270145,0.001521906,0.6902556,0.005647466,0.0008567872,0.00001287692,0.000009175859,0.000002161265,2.281759e-9,0.000001161397,0.3003482,0.00007448267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1018917,0.8953701,2.076066e-7,0.0001546779,0.00008398307,0.002216645,0.0002664517,0.00001449909,0.000001690387],"genre_scores_gemma":[0.002801588,0.9945102,0.000017791,0.00003050979,0.0001345295,0.002091485,0.0003526094,0.00003872891,0.00002255435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3431377,"threshold_uncertainty_score":0.9057894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1248812184268029,"score_gpt":0.3966862089806186,"score_spread":0.2718049905538157,"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."}}