{"id":"W3023362222","doi":"10.3390/nu12051320","title":"The Role of Preoperative Parenteral Nutrition","year":2020,"lang":"en","type":"review","venue":"Nutrients","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Parenteral nutrition; Micronutrient; Enteral administration; Malnutrition; Short bowel syndrome; MEDLINE; Cochrane Library; Preoperative care; Refeeding syndrome; Surgery; Intensive care medicine; Randomized controlled trial; 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":[0.0001090381,0.0002033563,0.00104685,0.00008036622,0.0001302794,0.00001894318,0.0001377438,0.0001425338,0.00004139532],"category_scores_gemma":[0.00006741913,0.000127972,0.0003138745,0.0002709054,0.00006493722,0.00003191471,0.00004707684,0.0004174584,0.00008736122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157438,"about_ca_system_score_gemma":0.0001987776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002989268,"about_ca_topic_score_gemma":4.837414e-7,"domain_scores_codex":[0.9985207,0.0001267852,0.0006177535,0.0002371442,0.0002862688,0.00021133],"domain_scores_gemma":[0.9990804,0.000107326,0.0002832992,0.0002371939,0.0001309104,0.0001608722],"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":[0.00009066704,0.0003846805,0.0001571819,0.02725878,0.0001130345,0.00001059452,0.000159139,1.975146e-9,7.799446e-7,0.0009881549,0.003835399,0.9670016],"study_design_scores_gemma":[0.0008235552,0.0001805866,0.00001133934,0.02531064,0.000281929,0.00003026956,0.00009811612,0.000005040522,0.00001743639,0.000253534,0.9729006,0.00008701218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009623355,0.9957322,0.000004241844,0.0003172699,0.0002513939,0.001821323,0.00008069396,0.00003361236,0.001749658],"genre_scores_gemma":[0.000137089,0.9984854,0.0001453492,0.0001275084,0.0003860727,0.0003047135,0.000221322,0.00002884085,0.0001636798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690651,"threshold_uncertainty_score":0.5218549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895641260355498,"score_gpt":0.3934806343963582,"score_spread":0.3345242217928032,"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."}}