{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004772307,0.0007489638,0.0009681544,0.002466688,0.0005226424,0.0008538691,0.000298684,0.0007576777,0.004664757],"category_scores_gemma":[0.0008071013,0.0002114188,0.0004311795,0.00205837,0.0002556879,0.000820715,0.0006410204,0.001140558,0.001149294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006265175,"about_ca_system_score_gemma":0.0007364857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420502,"about_ca_topic_score_gemma":0.006267348,"domain_scores_codex":[0.9996642,0.0000850232,0.00008483908,0.00003341239,0.00008716797,0.00004543734],"domain_scores_gemma":[0.9995593,0.00008367334,0.000113129,0.000005340393,0.0001303113,0.0001081772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001401977,0.0005206394,0.1981308,0.008291524,0.0003674986,0.00867154,0.0008957844,0.0009202386,0.004917117,0.001964245,0.1697311,0.6041877],"study_design_scores_gemma":[0.0002262759,0.001179777,0.6441145,0.01271157,0.0004656681,0.08018818,0.001175074,0.001264609,0.0007693216,0.002004765,0.255749,0.0001512137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08185466,0.8082747,0.00583474,0.02329318,0.001751277,0.001184168,0.00489314,0.0006854754,0.0722286],"genre_scores_gemma":[0.3481066,0.5936664,0.01221492,0.01066883,0.005460303,0.001465598,0.007745449,0.00008030565,0.02059162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004664757,"threshold_uncertainty_score":0.01560515,"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."}}