{"id":"W7155166601","doi":"10.21761/jms.v5i02.03","title":"Does Enhanced Recovery After Surgery (ERAS) Reduce ICU Admission Rates and Post-Operative Sepsis in High-Risk Gastrointestinal Resections? A Systematic Review of Multi-Modal Perioperative Care","year":2020,"lang":"","type":"article","venue":"SRMS Journal of Medical Science","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Observational study; Sepsis; Intensive care unit; Cochrane Library; Randomized controlled trial; Systematic review; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00999526,0.001164581,0.008548356,0.008444861,0.0005395419,0.002231781,0.001589316,0.002011023,0.002910973],"category_scores_gemma":[0.04423033,0.0009302758,0.0102202,0.008141953,0.0009982479,0.001855573,0.001334506,0.001083188,0.0001683186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140821,"about_ca_system_score_gemma":0.009432801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007454989,"about_ca_topic_score_gemma":0.01877194,"domain_scores_codex":[0.9883322,0.003951083,0.005061264,0.0008337974,0.001582959,0.0002386679],"domain_scores_gemma":[0.9576331,0.03110609,0.008334962,0.0005352008,0.002033987,0.0003566806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003000872,0.00002275897,0.001291953,0.9625903,0.01547359,0.00005611253,0.0001503363,0.00006738264,0.00009886828,0.0001101714,0.0003387506,0.01949974],"study_design_scores_gemma":[0.0005571382,0.0004949815,0.009570248,0.8138379,0.167673,0.0003099646,0.0002796371,0.000108555,0.0002179673,0.0002103611,0.006695698,0.00004457804],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002607794,0.9963763,0.0001074718,0.0001813888,0.00006097636,0.0002781678,0.0002424141,0.000005561364,0.0001399074],"genre_scores_gemma":[0.03664477,0.960984,0.0008026583,0.0005044308,0.00008079563,0.0007224624,0.000180981,0.000005065349,0.0000748188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00999526,"threshold_uncertainty_score":0.05286068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811469144802559,"score_gpt":0.3234897929313718,"score_spread":0.3053751014833462,"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."}}