{"id":"W2777903690","doi":"10.1007/s00268-017-4413-9","title":"The Use of a Pre‐operative Carbohydrate Drink in Patients with Diabetes Mellitus: A Prospective, Non‐inferiority, Cohort Study","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Prospective cohort study; Evening; Cardiac surgery; Vascular surgery; Internal medicine; Cohort; Population; Surgery; Carbohydrate; Endocrinology","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":[0.001481209,0.0002339282,0.001074403,0.0004438562,0.0002151029,0.0001477329,0.0001964405,0.0000440865,0.00001244951],"category_scores_gemma":[0.0008258377,0.0001373958,0.000209145,0.0003250714,0.0002472904,0.0008073542,0.00009814645,0.0005255084,0.00000137891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542764,"about_ca_system_score_gemma":0.000323619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000682161,"about_ca_topic_score_gemma":0.0005127537,"domain_scores_codex":[0.9975557,0.0001889008,0.0009712089,0.0002283197,0.0007109788,0.0003449077],"domain_scores_gemma":[0.9960661,0.001061563,0.001259709,0.0006697336,0.0008030011,0.0001399088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001805328,0.0009846335,0.9938667,0.00003506778,0.000583903,0.0001204731,0.0003959803,0.00003521429,0.0001560318,0.000001642728,0.0002088903,0.001806066],"study_design_scores_gemma":[0.001356707,0.0003991654,0.9953457,0.001035386,0.0001434292,0.000002622228,0.00004336589,0.00001921831,0.001328517,0.00001141412,0.000169562,0.0001449512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979261,0.0002064905,0.000007982882,0.0001572766,0.000601208,0.000960265,0.000004892514,0.00000629566,0.0001295476],"genre_scores_gemma":[0.9992023,0.0001455593,0.0001088385,0.00004084003,0.0001065785,0.000036421,0.000001296236,0.00003117146,0.0003269876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661115,"threshold_uncertainty_score":0.5602838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024947960269436,"score_gpt":0.265349768382922,"score_spread":0.2451002887802277,"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."}}