{"id":"W2944540418","doi":"10.1007/s11605-019-04173-5","title":"Effect of Perioperative Nutritional Supplementation on Postoperative Complications—Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Perioperative; Meta-analysis; Confidence interval; Subgroup analysis; Relative risk; Randomized controlled trial; Internal medicine; Strictly standardized mean difference; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003022742,0.0005902771,0.01456609,0.001193701,0.00005337029,0.00003380227,0.0001362008,0.00007926583,0.0004030793],"category_scores_gemma":[0.002075117,0.0003447463,0.006223335,0.0008547964,0.00009787088,0.0001859844,0.00003755157,0.0006352404,0.00001996045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986454,"about_ca_system_score_gemma":0.0004520033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002797739,"about_ca_topic_score_gemma":7.653899e-7,"domain_scores_codex":[0.9937007,0.001857465,0.003131446,0.0003548556,0.0007297364,0.0002258277],"domain_scores_gemma":[0.9862001,0.00824226,0.003976084,0.0004274432,0.0009741788,0.0001799631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000198008,0.0002225471,0.0001734692,0.9145824,0.082599,0.0001150648,0.0000129746,0.000003935872,0.000007373581,0.0000151413,0.001098544,0.0009715986],"study_design_scores_gemma":[0.0002252321,0.001601751,0.00003701842,0.2396642,0.7489327,0.007299155,0.000008506986,0.000002048541,0.0000215572,6.145311e-7,0.002009422,0.0001978731],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006418696,0.9963173,0.0003086874,0.0004554539,0.00005293023,0.002431153,0.0002900809,0.000006867962,0.00007334785],"genre_scores_gemma":[0.0001140774,0.9972625,0.001265309,0.0004504886,0.00004607597,0.000205034,0.0003082484,0.00004426419,0.0003040193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6749182,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0813334848478413,"score_gpt":0.3827632354874985,"score_spread":0.3014297506396572,"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."}}