{"id":"W4307906992","doi":"10.1016/j.cgh.2022.10.023","title":"Role of Oral Health, Frailty, and Minimal Hepatic Encephalopathy in the Risk of Hospitalization: A Prospective Multi-Center Cohort of Outpatients With Cirrhosis","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism; Agency for Healthcare Research and Quality; Valeant Pharmaceuticals International; U.S. Department of Veterans Affairs","keywords":"Medicine; Hepatic encephalopathy; Cirrhosis; Internal medicine; Ascites; Liver disease; Cohort; Prospective cohort study; Model for End-Stage Liver Disease; Cohort study; Spontaneous bacterial peritonitis; Gastroenterology; Liver transplantation; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006136401,0.0005307513,0.0006368115,0.0007203515,0.001034309,0.001296369,0.0005957693,0.000881329,0.002453408],"category_scores_gemma":[0.001723452,0.0006340804,0.001322547,0.0009188136,0.0005018411,0.0008522589,0.0009075381,0.001414388,0.0002290553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953094,"about_ca_system_score_gemma":0.0004911373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008090748,"about_ca_topic_score_gemma":0.009492467,"domain_scores_codex":[0.9995565,0.0001066273,0.00004169851,0.0001069528,0.00006116882,0.0001270455],"domain_scores_gemma":[0.9988845,0.0001754766,0.0003503776,0.0001411444,0.00007655105,0.0003719423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001451853,0.00004310181,0.9992127,0.000002406987,0.00007648008,0.00006645433,0.00003252298,0.00002218126,0.0001067333,0.00001006874,0.00003431859,0.0002477402],"study_design_scores_gemma":[0.000008989682,0.00009358687,0.9989968,0.000005162316,0.00005388658,0.0002159278,0.0003032923,0.0002285433,0.00002435348,0.00002238739,0.00004154045,0.000005495896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994525,0.0001580095,0.00003668227,0.0000426457,0.00000790654,0.000002953726,0.0001125198,0.000001561218,0.0001852331],"genre_scores_gemma":[0.9996977,0.00006119029,0.00002579358,0.00001994949,0.00001325165,0.000002224454,0.0001121087,0.000001323961,0.00006651791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008090748,"threshold_uncertainty_score":0.01608729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103439490869452,"score_gpt":0.3111074490342137,"score_spread":0.2900730541255192,"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."}}