{"id":"W4415965836","doi":"10.2337/dc25-1778","title":"Hypoglycemia Beliefs, Impaired Hypoglycemia Awareness, and Severe Hypoglycemia in Insulin-Treated Type 2 Diabetes: Insights From CGM Users","year":2025,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Dexcom; Abbott Canada; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi","keywords":"Hypoglycemia; Continuous glucose monitoring; Diabetes mellitus; Type 1 diabetes; MEDLINE; Blood Glucose Self-Monitoring","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370134,0.0001826052,0.0004350908,0.0004454608,0.00176722,0.001525513,0.0003739081,0.003247494,0.00341043],"category_scores_gemma":[0.01087808,0.0002359668,0.0004145543,0.0009511295,0.0004790871,0.001179958,0.0006951513,0.003259828,0.0004252538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177147,"about_ca_system_score_gemma":0.00170489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02862959,"about_ca_topic_score_gemma":0.05176986,"domain_scores_codex":[0.9989455,0.0005197831,0.0001086113,0.00005225408,0.0002251568,0.000148685],"domain_scores_gemma":[0.994749,0.002725939,0.0007810011,0.0001295856,0.0006696148,0.0009448329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002934108,0.0004864474,0.8070091,0.0001481104,0.000103146,0.004126668,0.007496277,0.00007096736,0.000234815,0.0007839506,0.1197207,0.05952641],"study_design_scores_gemma":[0.0002074603,0.0005226181,0.8957269,0.0008074825,0.0001649972,0.007488632,0.03662735,0.0006001064,0.0001142633,0.002197213,0.05544701,0.00009604605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5399622,0.005266828,0.0001504171,0.4284516,0.001424281,0.00004771296,0.001053368,0.00002265703,0.02362097],"genre_scores_gemma":[0.7406915,0.005714043,0.0005191583,0.243165,0.002487813,0.0001122693,0.0003861555,0.00001746734,0.006906509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862959,"threshold_uncertainty_score":0.05692589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345571062772899,"score_gpt":0.2503412947344498,"score_spread":0.2368855841067208,"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."}}