{"id":"W1977483924","doi":"10.1007/s00268-012-1771-1","title":"Guidelines for Perioperative Care for Pancreaticoduodenectomy: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":471,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Protocol (science); Pancreaticoduodenectomy; Vascular surgery; Evidence-based medicine; Randomized controlled trial; Abdominal surgery; MEDLINE; Evidence-based practice; Cardiothoracic surgery; Intensive care medicine; Surgery; General surgery; Cardiac surgery; Alternative 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":[0.003010628,0.0002796651,0.001676094,0.0004558416,0.0002805771,0.00004343449,0.0000941209,0.0001533103,0.0005889549],"category_scores_gemma":[0.003666761,0.0002174895,0.001359693,0.0003635795,0.0001192432,0.0004738816,0.00003388439,0.0003293224,0.00001112212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040809,"about_ca_system_score_gemma":0.001452645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001307974,"about_ca_topic_score_gemma":0.00001484068,"domain_scores_codex":[0.9970771,0.000169011,0.001428115,0.0002270762,0.0003758462,0.0007228567],"domain_scores_gemma":[0.9890836,0.006844637,0.000507487,0.0002634768,0.002899875,0.0004009075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00605579,0.0005759426,0.4469245,0.001023,0.001715198,0.00002057862,0.006069338,0.00004232473,0.001564137,0.0000529246,0.4791234,0.05683287],"study_design_scores_gemma":[0.007565839,0.001110727,0.08952664,0.005247611,0.003676496,0.0005591311,0.02276819,0.00145441,0.008963088,0.0003426452,0.8573986,0.001386569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394131,0.0175374,0.02100107,0.01803542,0.001494989,0.001458541,0.0002009292,0.00004135372,0.0008171449],"genre_scores_gemma":[0.9028609,0.006043969,0.07260706,0.003910846,0.00518488,0.0006681741,0.0002001949,0.0001030954,0.008420861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782753,"threshold_uncertainty_score":0.8868963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235019000746652,"score_gpt":0.400795106893434,"score_spread":0.2772932068187688,"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."}}