{"id":"W4396546898","doi":"10.14740/gr1707","title":"Clinical Overview of Sarcopenia, Frailty, and Malnutrition in Patients With Liver Cirrhosis","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Sarcopenia; Cirrhosis; Medicine; Malnutrition; Gastroenterology; Gerontology; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001276006,0.00006921699,0.0002920346,0.0004088318,0.00003248026,0.00001112278,0.00005754945,0.00008593163,0.0001983639],"category_scores_gemma":[0.00005373503,0.00005607944,0.00003502811,0.0002344157,0.0003012745,0.00006132676,0.00008514904,0.0006493537,0.00002345313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004529579,"about_ca_system_score_gemma":0.00005616988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005106894,"about_ca_topic_score_gemma":0.0000783746,"domain_scores_codex":[0.9983747,0.0003591569,0.0003429257,0.0002775863,0.0002994042,0.0003462097],"domain_scores_gemma":[0.9993546,0.0001633045,0.00002408685,0.0001501555,0.0001682609,0.0001396208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001778129,0.0003970867,0.9887446,0.001218136,0.00002449805,0.00005875958,0.00005661128,3.28649e-8,0.00002023077,0.0001160644,0.001852132,0.005733689],"study_design_scores_gemma":[0.003604564,0.00250045,0.9910483,0.001248225,0.00001359693,0.00002325129,0.00002366586,0.0000842376,0.000008463261,0.0001328675,0.001288368,0.00002401388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994154,0.001703488,0.00002242478,0.003384139,0.00005704784,0.0004794987,0.00001436782,0.0000152351,0.0001697535],"genre_scores_gemma":[0.9962636,0.001954937,0.001042206,0.0005505283,0.00005697125,0.00002979811,0.00002295907,0.00001256911,0.00006640117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005709675,"threshold_uncertainty_score":0.2821155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2429315714256197,"score_gpt":0.4954064202427043,"score_spread":0.2524748488170847,"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."}}