{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006329505,0.000438478,0.001136158,0.002705902,0.0001045552,0.0003250976,0.0002392635,0.0002443952,0.00004052406],"category_scores_gemma":[0.0008224239,0.0003653883,0.0001318036,0.005758803,0.0001970515,0.0003301901,0.0002408085,0.0004420765,0.00000894904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329843,"about_ca_system_score_gemma":0.0002645568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113139,"about_ca_topic_score_gemma":0.0001066668,"domain_scores_codex":[0.9965628,0.0001376224,0.0006951453,0.0008912762,0.001034403,0.0006787253],"domain_scores_gemma":[0.9978026,0.0006253108,0.0001639713,0.0004719394,0.0005709732,0.0003652084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004880083,0.0001559075,0.9335577,0.0005688327,0.00117932,0.00005368401,0.004951511,0.00009945338,0.01031877,0.000009072767,0.00002890484,0.0485888],"study_design_scores_gemma":[0.003708562,0.003200156,0.9393404,0.001278976,0.001643356,1.207816e-7,0.007165238,0.008422776,0.0344145,0.00001879377,0.0002822017,0.0005248829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827695,0.01502231,0.00004075697,0.0003400538,0.0002062978,0.0009351401,0.0004655774,0.0001078121,0.0001125744],"genre_scores_gemma":[0.9967648,0.000384365,0.001563987,0.000176533,0.0001203998,0.0001097319,0.00077338,0.00006801083,0.000038794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04806392,"threshold_uncertainty_score":0.9998798,"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."}}