{"id":"W2911132248","doi":"10.1016/j.ijsu.2019.01.006","title":"Clinical pharmacist perspectives for optimizing pharmacotherapy within Enhanced Recovery After Surgery (ERAS®) programs","year":2019,"lang":"en","type":"review","venue":"International Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pharmacotherapy; Medicine; Perioperative; Pharmacist; Clinical pharmacy; Pharmacy; Intensive care medicine; Pharmacy practice; Nursing; Surgery","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":[0.004975241,0.0008895205,0.005744513,0.001921919,0.00005169559,0.0002214593,0.000548166,0.0005816179,0.0003726099],"category_scores_gemma":[0.001438294,0.0007151524,0.008768218,0.0004292491,0.0002021361,0.0008357523,0.00009726174,0.001600786,0.00008212402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007767868,"about_ca_system_score_gemma":0.00337775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002199074,"about_ca_topic_score_gemma":5.601039e-7,"domain_scores_codex":[0.9915116,0.0005571895,0.005094698,0.0008398026,0.001365618,0.0006310702],"domain_scores_gemma":[0.9844177,0.007459302,0.005068045,0.0004518416,0.002185073,0.0004180894],"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":[0.006170912,0.001025555,0.0009292398,0.005664011,0.007947856,0.001003505,0.0001242206,0.000008298294,0.00004501943,0.000002086069,0.008289723,0.9687896],"study_design_scores_gemma":[0.001547338,0.0002569293,0.00005661936,0.05755695,0.00242089,0.002681674,0.00008849485,0.00001889739,0.0002703527,0.00002556334,0.934146,0.0009303081],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004069215,0.9614403,0.003038208,0.000231416,0.02966636,0.001235885,0.0001308023,0.00006638375,0.000121374],"genre_scores_gemma":[0.001054443,0.9849743,0.003406995,0.0005565045,0.007942061,0.0002563401,0.000192404,0.0002639757,0.001353024],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9678593,"threshold_uncertainty_score":0.99953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942661886491028,"score_gpt":0.4615269204040203,"score_spread":0.2672607317549175,"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."}}