{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000921888,0.0004075391,0.000473638,0.0002696933,0.0003615928,0.000685841,0.0002049324,0.0005224153,0.001062083],"category_scores_gemma":[0.001382513,0.0002718227,0.0006384468,0.0004864392,0.0002706275,0.0004426556,0.0002986985,0.0007621667,0.0001693431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616185,"about_ca_system_score_gemma":0.0004105724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977636,"about_ca_topic_score_gemma":0.0003985672,"domain_scores_codex":[0.9995042,0.0001949407,0.00005798958,0.0001095039,0.00006615958,0.00006721311],"domain_scores_gemma":[0.998737,0.000253253,0.0006091347,0.00006974435,0.00008480284,0.0002461166],"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":[0.01831194,0.004497227,0.9684842,0.0001291498,0.0003955715,0.0002789709,0.0001004931,0.00006855199,0.001195736,0.00004488278,0.0001467031,0.006346575],"study_design_scores_gemma":[0.003054759,0.03769495,0.955244,0.00007052345,0.0005392135,0.001129705,0.0003272247,0.0005483569,0.0005171663,0.00006385411,0.0007827107,0.00002746583],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991841,0.0004788046,0.0000665301,0.00002419811,0.000008054309,0.00004121814,0.00004827841,0.000001205658,0.0001475711],"genre_scores_gemma":[0.9989644,0.0003414897,0.0002191828,0.0001184435,0.0000463369,0.00007494658,0.0001547911,9.653996e-7,0.00007943274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062083,"threshold_uncertainty_score":0.004875481,"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."}}