{"id":"W2315283682","doi":"10.1213/ane.0000000000000177","title":"Enhanced Recovery after Surgery Versus Perioperative Surgical Home","year":2014,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal surgery; Anesthesiology; Perioperative; Protocol (science); General surgery; Premedication; Surgery; Abdominal surgery; Anesthesia; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007435259,0.001397858,0.003108665,0.0009142762,0.0001657918,0.0001930063,0.0003768338,0.002399183,0.002264265],"category_scores_gemma":[0.0001614337,0.001250706,0.001916428,0.0007067489,0.0003793447,0.0003632178,0.00007027409,0.003167084,0.001811898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431623,"about_ca_system_score_gemma":0.0007718984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005265732,"about_ca_topic_score_gemma":0.00001096278,"domain_scores_codex":[0.993318,0.0007222508,0.001311602,0.001783235,0.001318948,0.001545944],"domain_scores_gemma":[0.9943841,0.002516819,0.0005429452,0.001771867,0.0003869409,0.0003973188],"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":[0.007492915,0.0001417147,0.001350424,0.0008161757,0.0009177887,0.08737268,0.000130059,0.000004105705,0.00009866927,0.00001004161,0.8970098,0.004655564],"study_design_scores_gemma":[0.001552654,0.0007242298,0.004870144,0.001252264,0.0007285925,0.004574143,0.0000192703,0.00001135624,0.001309661,0.000023676,0.9832729,0.001661185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4647813,0.003849697,0.0002807608,0.5190653,0.00237231,0.001413023,0.00002551373,0.0007277901,0.007484206],"genre_scores_gemma":[0.1960239,0.002160826,0.0004135355,0.7488222,0.01785916,0.0008893145,0.002021778,0.0007294331,0.03107988],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2687575,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847954414414947,"score_gpt":0.2514780834478944,"score_spread":0.2329985393037449,"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."}}