{"id":"W2766786096","doi":"10.1002/lt.24848","title":"Nutrition and the transplant candidate","year":2017,"lang":"en","type":"review","venue":"Liver Transplantation","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Sarcopenia; Malnutrition; Cirrhosis; Liver transplantation; Wasting; Intensive care medicine; Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000288556,0.0002214759,0.0009295339,0.0001289384,0.0003181644,0.00005563585,0.0000884336,0.0001929212,0.0000411545],"category_scores_gemma":[0.000004891948,0.000136923,0.0002151906,0.00005136205,0.0001668448,0.00008144146,0.000003415115,0.0003766681,0.00003649516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003528241,"about_ca_system_score_gemma":0.0001009193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138618,"about_ca_topic_score_gemma":0.00004101315,"domain_scores_codex":[0.998868,0.0001461352,0.0003843266,0.0002485813,0.000175225,0.0001777195],"domain_scores_gemma":[0.9992723,0.0001584281,0.0002017561,0.0002360382,0.00003175571,0.00009968194],"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":[0.0003972043,0.00005581887,0.000007583384,0.2390511,0.0001086948,0.0003596707,0.0007241917,9.470412e-9,2.94542e-7,0.001695112,0.0001671524,0.7574331],"study_design_scores_gemma":[0.004730903,0.00003458099,0.00009399412,0.05240528,0.003696299,0.002529113,0.000009170066,0.00001702236,0.000001538873,0.00009571604,0.9362339,0.0001525339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008900247,0.9957327,0.0001973555,0.0004398072,0.0001830883,0.001709729,0.0002378074,0.00004463557,0.001445986],"genre_scores_gemma":[0.0001627018,0.9974233,0.0001911555,0.0002108105,0.0002699463,0.0002336634,0.001230043,0.00002596316,0.000252407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9360667,"threshold_uncertainty_score":0.5583559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124559642906472,"score_gpt":0.4005197599673193,"score_spread":0.2880637956766721,"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."}}