{"id":"W4223472501","doi":"10.3390/cells11071216","title":"Myosteatosis in Cirrhosis: A Review of Diagnosis, Pathophysiological Mechanisms and Potential Interventions","year":2022,"lang":"en","type":"review","venue":"Cells","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Canadian Institutes of Health Research; Institute of Nutrition, Metabolism and Diabetes; Canadian Liver Foundation; University of Alberta; Canadian Association for the Study of the Liver","keywords":"Cirrhosis; Sarcopenia; Medicine; Skeletal muscle; Pathophysiology; Insulin resistance; Population; Internal medicine; Endocrinology; Bioinformatics; Gastroenterology; Physiology; Diabetes mellitus; Biology","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":[0.0008201575,0.001163762,0.002349193,0.004062163,0.0002941169,0.001053658,0.001132349,0.001272,0.004231541],"category_scores_gemma":[0.00152399,0.000404847,0.00128627,0.003476484,0.000461495,0.00130854,0.000703309,0.001739715,0.001038958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679048,"about_ca_system_score_gemma":0.00153561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604693,"about_ca_topic_score_gemma":0.002682135,"domain_scores_codex":[0.9997051,0.00006104143,0.00008144815,0.00004854603,0.00008168112,0.00002225811],"domain_scores_gemma":[0.9992274,0.0004765748,0.0001243235,0.00001425716,0.0001142063,0.00004314715],"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":[0.0001541864,0.0001036995,0.0002353354,0.1013516,0.0003760266,0.0002425866,0.000071779,0.0004298207,0.0007209238,0.001992106,0.0331413,0.8611806],"study_design_scores_gemma":[0.00009682785,0.0002684568,0.002456415,0.06235014,0.001289024,0.0029535,0.0001264675,0.0002267733,0.0002877667,0.002747975,0.927143,0.00005361568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003412145,0.9995893,0.00003005905,0.0001100045,0.00008659323,0.000003209542,0.00001165138,0.000002819665,0.000132204],"genre_scores_gemma":[0.0002128745,0.9994381,0.00007797204,0.00009001828,0.00008482709,0.000004588321,0.00001772227,6.250393e-7,0.00007313515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004231541,"threshold_uncertainty_score":0.01415592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249783652060108,"score_gpt":0.4066079407054041,"score_spread":0.2816295754993933,"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."}}