{"id":"W2106185802","doi":"10.1016/j.nut.2008.05.019","title":"Hepatic protection by perioperative metabolic support?","year":2008,"lang":"en","type":"article","venue":"Nutrition","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Perioperative; Hepatectomy; Liver function; Insulin; Liver function tests; Hepatic encephalopathy; Surgery; Internal medicine; Randomized controlled trial; Gastroenterology; Prothrombin time; Anesthesia; Resection; Cirrhosis","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":[0.00007224463,0.0001000195,0.0002137249,0.00008881509,0.00009895208,0.000007876333,0.0000211583,0.0000788358,0.0002951715],"category_scores_gemma":[0.00005212177,0.00009254296,0.00007821077,0.0001832689,0.00004617498,0.0002002972,0.000006672454,0.0001473875,0.0001615349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005446799,"about_ca_system_score_gemma":0.00004484154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002697349,"about_ca_topic_score_gemma":0.00000297804,"domain_scores_codex":[0.9992615,0.00004854483,0.0001760326,0.0001853348,0.0001792779,0.0001493357],"domain_scores_gemma":[0.9996415,0.00001469461,0.00004548395,0.0001352173,0.00009125865,0.0000718263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005753254,0.00160953,0.006789547,0.0003606742,0.00009956267,0.0001598213,0.001125865,0.000001451524,0.946758,0.00005994737,0.02889067,0.01356962],"study_design_scores_gemma":[0.002418703,0.0006420208,0.01921321,0.0001839137,0.00006727028,0.0008273737,0.00008443775,0.0001741007,0.8292031,0.00006420995,0.1468829,0.0002386901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929274,0.0007769988,0.002519466,0.0007782765,0.0002154903,0.0007594382,0.00001409466,0.0001212537,0.00188755],"genre_scores_gemma":[0.9944225,0.0008843289,0.0006923936,0.0003851264,0.0002325985,0.0003872504,0.0001153244,0.00001808845,0.0028624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179922,"threshold_uncertainty_score":0.3773793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993897645627795,"score_gpt":0.2475489329609667,"score_spread":0.2276099565046888,"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."}}