{"id":"W4404052195","doi":"10.1111/pan.15038","title":"Interruption of oral hypoglycemic agents before pediatric surgery","year":2024,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Diabetes mellitus; Perioperative; Ketogenesis; Metformin; Ketoacidosis; Internal medicine; Type 2 diabetes; Ketosis; Endocrinology; Type 1 diabetes; Intensive care medicine; Anesthesia; Ketone bodies","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002911762,0.0006056505,0.001170351,0.001513947,0.00003709743,0.00004463252,0.0002271456,0.0007255918,0.0003440612],"category_scores_gemma":[0.00004379548,0.0005074619,0.0007748963,0.0008761309,0.0000519214,0.0001029505,0.00009126578,0.0008908932,0.001044114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054162,"about_ca_system_score_gemma":0.0002349941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004118801,"about_ca_topic_score_gemma":0.000001201177,"domain_scores_codex":[0.9969704,0.00007116695,0.0008323558,0.0006992449,0.0008011034,0.0006257988],"domain_scores_gemma":[0.9985695,0.0001385812,0.0004369871,0.0006227117,0.0001111146,0.0001210887],"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":[0.00003950748,0.0001301212,0.128434,0.003847403,0.0002189884,0.003883291,0.00007362174,3.907783e-7,2.105904e-7,0.00000710607,0.8604026,0.002962776],"study_design_scores_gemma":[0.0008402508,0.0006305249,0.03626164,0.0001965285,0.01317571,0.0002439795,0.00001879947,0.0000402352,0.000005110656,0.0002420332,0.9476835,0.000661749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6628903,0.00855041,0.00001977538,0.3219298,0.001804547,0.002068597,0.00004147143,0.0006535067,0.002041559],"genre_scores_gemma":[0.2902017,0.01437317,0.001052809,0.5126253,0.0643394,0.0007087598,0.009237387,0.001128842,0.1063327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3726886,"threshold_uncertainty_score":0.9997377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472130086095558,"score_gpt":0.2732709361175197,"score_spread":0.2385496352565641,"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."}}