{"id":"W2944063504","doi":"10.1093/jcag/gwz006.175","title":"A176 IMPROVEMENT IN NUTRITION STATUS IS ASSOCIATED WITH LOWER RATES OF INFECTION AND HEPATIC ENCEPHALOPATHY: A PROSPECTIVE COHORT STUDY","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Cirrhosis; Hepatic encephalopathy; Prospective cohort study; Internal medicine; Malnutrition; Cohort; Liver disease; Clinical nutrition; Model for End-Stage Liver Disease; Physical therapy; Pediatrics; Liver transplantation; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001403213,0.0005213192,0.0005657692,0.0006700452,0.001162754,0.001098593,0.0004912416,0.0008210631,0.002482059],"category_scores_gemma":[0.001684774,0.0006994035,0.001077382,0.001229474,0.0003598968,0.0009155143,0.0006947294,0.001492881,0.0006041137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251183,"about_ca_system_score_gemma":0.0005933928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007500514,"about_ca_topic_score_gemma":0.008503383,"domain_scores_codex":[0.9991055,0.0001833618,0.0001028903,0.0002713515,0.0001542314,0.0001825973],"domain_scores_gemma":[0.9987285,0.0001211954,0.0003267635,0.0002494884,0.0002052653,0.0003687939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005862536,0.0001591144,0.9977934,0.00001223333,0.0001885183,0.00009277246,0.000154482,0.00001694886,0.0002314891,0.000014657,0.0001410905,0.0006089539],"study_design_scores_gemma":[0.00003438439,0.0006199845,0.9983778,0.000008105269,0.00009620771,0.0002050277,0.0002646938,0.00008784659,0.00004039407,0.00001735274,0.0002394821,0.000008637317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986879,0.0002304667,0.0001068951,0.00004053963,0.00001573102,0.00003958981,0.000519494,0.000003238944,0.0003562332],"genre_scores_gemma":[0.998714,0.0001338474,0.0001223342,0.00005652864,0.0000197035,0.00004153795,0.0005059351,0.000004221444,0.0004020422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007500514,"threshold_uncertainty_score":0.01491374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007082141566087873,"score_gpt":0.2573583371122974,"score_spread":0.2502761955462095,"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."}}