{"id":"W2620105308","doi":"10.1097/gox.0000000000001323","title":"Order Sets for Enhanced Recovery After Surgery Protocol","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"","keywords":"Medicine; Perioperative; Anesthesia; Surgery; Breast cancer; Postoperative nausea and vomiting; Breast surgery; Nausea; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02826398,0.001167311,0.00187602,0.002868594,0.002745235,0.003479871,0.002839716,0.004028562,0.2508936],"category_scores_gemma":[0.0874832,0.001224086,0.002775968,0.002215593,0.0008714629,0.003733978,0.003543857,0.00473254,0.08039074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005283273,"about_ca_system_score_gemma":0.02504788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180252,"about_ca_topic_score_gemma":0.008332227,"domain_scores_codex":[0.9749391,0.01197922,0.00757926,0.001162331,0.002782872,0.001557303],"domain_scores_gemma":[0.926193,0.02740168,0.005751863,0.007007832,0.02875997,0.004885665],"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":[0.002108023,0.001028538,0.001232467,0.006089402,0.00006557368,0.000349922,0.0007144296,0.0006637535,0.0005171571,0.007714074,0.8411675,0.138349],"study_design_scores_gemma":[0.002587441,0.0007219071,0.00398418,0.005306784,0.0000546485,0.0001909757,0.0005064263,0.0005066527,0.0007655149,0.006061769,0.9791853,0.0001283547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.008269525,0.002495817,0.04284241,0.03139885,0.007683283,0.5902985,0.1074911,0.007351316,0.2021692],"genre_scores_gemma":[0.01439356,0.00282212,0.1115495,0.02936163,0.001675561,0.7262949,0.04489318,0.001269787,0.06773974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2508936,"threshold_uncertainty_score":0.8393227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448755557725285,"score_gpt":0.3356732469316349,"score_spread":0.301185691354382,"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."}}