{"id":"W4391995709","doi":"10.2337/dc23-2136","title":"Continuous Glucose Monitoring–Based Metrics and Hypoglycemia Duration in Insulin-Experienced Individuals With Long-standing Type 2 Diabetes Switched From a Daily Basal Insulin to Once-Weekly Insulin Icodec: Post Hoc Analysis of ONWARDS 2 and ONWARDS 4","year":2024,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"National Institutes of Health; KU Leuven; MannKind Corporation; European Commission; Sanofi; Kowa Company; Insulet Corporation; Vertex Pharmaceuticals; Novo Nordisk; Dexcom; Janssen Pharmaceuticals; Gilead Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Insulin; Hypoglycemia; Basal insulin; Diabetes mellitus; Basal (medicine); Type 1 diabetes; Internal medicine; Endocrinology; Type 2 diabetes; Continuous glucose monitoring; Duration (music)","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":[0.003329824,0.0008156018,0.002332248,0.0003702482,0.0002184238,0.0008561017,0.0004656567,0.000709357,0.002136758],"category_scores_gemma":[0.003919408,0.0002906049,0.003459596,0.0004037549,0.0003520469,0.0006904862,0.0005636436,0.001300964,0.0001533321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493163,"about_ca_system_score_gemma":0.0006616527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008447616,"about_ca_topic_score_gemma":0.001493567,"domain_scores_codex":[0.9981681,0.0009902146,0.0001433685,0.0003061632,0.0001982457,0.0001938455],"domain_scores_gemma":[0.9966255,0.001503142,0.0009725313,0.0003263308,0.0002812155,0.0002912712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9387872,0.001991056,0.03406332,0.0004181405,0.005434814,0.00005882324,0.0001103597,0.0007915816,0.004497908,0.00004705146,0.0004039899,0.01339577],"study_design_scores_gemma":[0.1094792,0.3940326,0.4717709,0.0001484298,0.01313548,0.000140834,0.0002756252,0.002898217,0.005575931,0.0002695584,0.002171627,0.000101619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982716,0.0004545714,0.0001889882,0.00002423681,0.00003234821,0.000250807,0.0004006136,0.000008336046,0.0003684329],"genre_scores_gemma":[0.9965515,0.0002234594,0.0006182475,0.00008894061,0.00004612282,0.0008257187,0.000902781,0.000008535786,0.0007347261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003329824,"threshold_uncertainty_score":0.01761001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143887542981004,"score_gpt":0.2838385166896369,"score_spread":0.2694497623915365,"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."}}