{"id":"W2894674184","doi":"10.1007/s00268-018-4786-4","title":"Guidelines for Perioperative Care in Esophagectomy: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":598,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Esophagectomy; Medicine; Cardiothoracic surgery; Vascular surgery; General surgery; Esophageal cancer; Guideline; Perioperative; Audit; Cardiac surgery; Multidisciplinary approach; Intensive care medicine; MEDLINE; Abdominal surgery; Surgery; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00427617,0.001203914,0.007477764,0.002891453,0.0001944073,0.0001584523,0.0003146935,0.0006631986,0.0007429749],"category_scores_gemma":[0.003663243,0.0009768569,0.007842856,0.002088079,0.0002063905,0.0008513908,0.0001311228,0.001601795,0.00005539925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481448,"about_ca_system_score_gemma":0.00535261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008533766,"about_ca_topic_score_gemma":0.00004959737,"domain_scores_codex":[0.9907922,0.000686614,0.005806294,0.0009251852,0.0007486641,0.001041052],"domain_scores_gemma":[0.9837922,0.008728409,0.002887819,0.000828078,0.003316649,0.0004467829],"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":[0.001030316,0.0002363111,0.0005662371,0.01670867,0.001229632,0.0003376432,0.0007189873,0.00001800964,0.000004060581,0.000001021017,0.2313219,0.7478272],"study_design_scores_gemma":[0.0005327819,0.0001282141,0.00006391767,0.08863501,0.001192214,0.0003761995,0.0003944564,0.000009243956,0.00007587259,0.00001389745,0.9077576,0.0008205301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009728561,0.9911959,0.0006584341,0.0008638459,0.004443267,0.001320942,0.0002926233,0.00005354213,0.0001985465],"genre_scores_gemma":[0.0002253569,0.9810178,0.007131593,0.001466068,0.004964039,0.000566449,0.0004794064,0.0002904304,0.003858885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7470067,"threshold_uncertainty_score":0.9992682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058170395085361,"score_gpt":0.3837202985718339,"score_spread":0.2779032590632978,"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."}}