{"id":"W2986395795","doi":"10.1007/978-3-030-26226-6_13","title":"Physical Frailty and Sarcopenia in End-Stage Liver Disease: Do They Improve After Liver Transplantation?","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcopenia; Medicine; Malnutrition; Liver transplantation; Stressor; Intensive care medicine; Muscle mass; Vulnerability (computing); Disease; Transplantation; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006506704,0.0003691284,0.0008988536,0.0005860642,0.0002037842,0.001300879,0.0004449076,0.00102426,0.007766736],"category_scores_gemma":[0.001232951,0.0001506218,0.0004006304,0.0009088702,0.0005125209,0.001393157,0.0004334713,0.001470351,0.001557984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524552,"about_ca_system_score_gemma":0.0007171346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358246,"about_ca_topic_score_gemma":0.008924486,"domain_scores_codex":[0.9998747,0.00003871719,0.000009184115,0.00001146305,0.00005087124,0.00001499681],"domain_scores_gemma":[0.9997546,0.0001538827,0.00002660999,0.000005825654,0.00003258884,0.00002661788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001953908,0.0002421849,0.009110951,0.001262455,0.0001219565,0.000196274,0.0004115095,0.0001610593,0.0002548928,0.01333007,0.1735991,0.8011141],"study_design_scores_gemma":[0.0002070444,0.000851976,0.2658557,0.008391269,0.000385551,0.002662279,0.002019962,0.000834845,0.000271445,0.05592629,0.6624894,0.0001043046],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008465557,0.8493482,0.0006564677,0.052568,0.006768016,0.000034114,0.0003600829,0.00003899327,0.08176054],"genre_scores_gemma":[0.05502507,0.8325323,0.002067997,0.02120607,0.01264009,0.000124404,0.0004789064,0.00003212631,0.0758931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007766736,"threshold_uncertainty_score":0.02598226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646683500389571,"score_gpt":0.3008511456736396,"score_spread":0.2743843106697439,"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."}}