{"id":"W2785405234","doi":"10.21037/amj.2018.01.15","title":"Malnutrition, frailty, sarcopenia, obesity—optimizing nutrition care in liver transplantation","year":2018,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Sarcopenia; Malnutrition; Sarcopenic obesity; Obesity; Intensive care medicine; Lean body mass; Liver transplantation; Calorie; Liver disease; Transplantation; Internal medicine; Body weight","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":[0.0006039913,0.0002059691,0.0003126382,0.000413139,0.0004126396,0.0007096302,0.0002059479,0.0006480928,0.001524395],"category_scores_gemma":[0.001234751,0.00005538378,0.0001677936,0.0003884921,0.0002383055,0.00046846,0.0005973519,0.001272988,0.000244453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805986,"about_ca_system_score_gemma":0.001284768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009995397,"about_ca_topic_score_gemma":0.004065629,"domain_scores_codex":[0.99983,0.0000822218,0.00001973809,0.000007737467,0.00003883068,0.0000213814],"domain_scores_gemma":[0.9997085,0.00005864664,0.00006466708,0.000003878742,0.00004070326,0.0001235207],"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":[0.0005928843,0.00115225,0.03930199,0.002602666,0.0001688684,0.001875913,0.0005333049,0.0008206525,0.001845029,0.004590606,0.08024301,0.8662728],"study_design_scores_gemma":[0.0005218772,0.00678957,0.452673,0.02388724,0.0007194382,0.02404083,0.00606153,0.004256136,0.002437514,0.05224615,0.4261954,0.0001712655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0872659,0.6912023,0.002242177,0.191959,0.004524927,0.0001146579,0.0001359114,0.0000981942,0.02245687],"genre_scores_gemma":[0.4517252,0.5054122,0.008955431,0.02118106,0.007310005,0.0001730948,0.0001659203,0.00002361819,0.005053432],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001524395,"threshold_uncertainty_score":0.005099595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021480358602028,"score_gpt":0.3429528694691891,"score_spread":0.3127380658831688,"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."}}