{"id":"W3205499514","doi":"10.21037/gs-21-495","title":"Evaluating perioperative glycemic status after different types of pancreatic surgeries via continuous glucose monitoring system: a pilot study","year":2021,"lang":"en","type":"article","venue":"Gland Surgery","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"National Natural Science Foundation of China","keywords":"Glycemic; Medicine; Perioperative; Continuous glucose monitoring; Pancreaticoduodenectomy; Pancreatectomy; Diabetes mellitus; Gastroenterology; Distal pancreatectomy; Internal medicine; Insulin; Surgery; Endocrinology; Anesthesia; Pancreas","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":[0.001167885,0.0005190428,0.0005624576,0.0005395822,0.0005922128,0.0004873363,0.0002633686,0.000430639,0.001146844],"category_scores_gemma":[0.001441473,0.0002721878,0.0007298945,0.0005102358,0.0005207262,0.0006472641,0.0006168058,0.0008182251,0.0002414166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060064,"about_ca_system_score_gemma":0.0006708513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005866737,"about_ca_topic_score_gemma":0.0007571649,"domain_scores_codex":[0.9993809,0.0001727684,0.00007008798,0.0001310038,0.0001279226,0.0001172142],"domain_scores_gemma":[0.9979293,0.0003505679,0.0005159451,0.0002562797,0.0002837343,0.0006641143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008958477,0.01571238,0.9504007,0.0001169747,0.0001712716,0.0009519938,0.001036007,0.0001083611,0.005732572,0.0000547135,0.0001883191,0.01656826],"study_design_scores_gemma":[0.0008258535,0.1439583,0.846661,0.00003092735,0.0002327024,0.001945955,0.002180631,0.0005751153,0.002630822,0.00008054853,0.0008369539,0.00004117423],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995872,0.00007204762,0.0001396788,0.000009265546,0.000005036687,0.00005942549,0.00003083033,0.00000178292,0.00009474665],"genre_scores_gemma":[0.9986577,0.0001621006,0.0005998603,0.00006917656,0.00002869388,0.000163352,0.0001731975,0.000002128319,0.0001437195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167885,"threshold_uncertainty_score":0.006176412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406473465240569,"score_gpt":0.310907696789103,"score_spread":0.2702603502650461,"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."}}