{"id":"W4405750841","doi":"10.1016/j.eprac.2024.12.014","title":"Insulin Degludec in Critically Ill Patients With Type 2 Diabetes Mellitus: A Prospective Interventional Study","year":2024,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; London Health Sciences Centre; Western University","funders":"King Faisal Specialist Hospital and Research Centre","keywords":"Medicine; Insulin degludec; Critically ill; Intensive care medicine; Diabetes mellitus; Insulin; Type 2 Diabetes Mellitus; Type 2 diabetes; Prospective cohort study; Internal medicine; Endocrinology; Basal insulin","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":[0.0002211739,0.0002382303,0.000370001,0.0001996648,0.00005554761,0.00009346641,0.0001004077,0.0000485399,0.0004063937],"category_scores_gemma":[0.005240061,0.0001794376,0.00008528418,0.0005070163,0.00008274724,0.0005052316,0.000080005,0.0005724932,0.0001607536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469452,"about_ca_system_score_gemma":0.0001528371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006530894,"about_ca_topic_score_gemma":0.00002952542,"domain_scores_codex":[0.9979113,0.0001319128,0.0004611135,0.0005230206,0.0005513565,0.0004212476],"domain_scores_gemma":[0.9970521,0.0006662121,0.00004052574,0.0002538534,0.001815642,0.000171708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01034157,0.02414081,0.9274244,0.0006354527,0.001110355,0.002880416,0.002182697,0.000005690715,0.0001007715,0.005296314,0.0008546346,0.02502689],"study_design_scores_gemma":[0.04410015,0.04614729,0.7563359,0.002357946,0.00270813,0.000243368,0.005235942,0.001222215,0.0002631419,0.002004515,0.1380267,0.001354663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836374,0.002310155,0.00008253792,0.003415093,0.0004778885,0.001303722,0.000020415,0.0001295321,0.008623239],"genre_scores_gemma":[0.9963506,0.00004888001,0.001347147,0.001423849,0.0001369869,0.000153574,0.00005608677,0.00003943165,0.0004434867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710885,"threshold_uncertainty_score":0.7317251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057936926918794,"score_gpt":0.312629311250695,"score_spread":0.3020499419815071,"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."}}