{"id":"W4360945719","doi":"10.1111/jgs.18341","title":"Nocturnal hypoglycemia is underdiagnosed in older people with insulin‐treated type 2 diabetes: The <scp>HYPOAGE</scp> observational study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Diabetes Management and Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Sanofi","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Type 2 diabetes; Glycemic; Ambulatory; Insulin; Internal medicine; Population; Observational study; Logistic regression; Type 1 diabetes; Clinical endpoint; Prospective cohort study; Endocrinology; Randomized controlled trial","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":[0.001442022,0.000210418,0.0005374898,0.0001900682,0.0002357827,0.00009959882,0.0005666503,0.00005397069,0.00002585815],"category_scores_gemma":[0.0005190147,0.0001049902,0.000352211,0.005784228,0.000229058,0.0001335724,0.0002487923,0.0008459994,0.00001987186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237729,"about_ca_system_score_gemma":0.0003994667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000513098,"about_ca_topic_score_gemma":0.00001576085,"domain_scores_codex":[0.9972911,0.0002118391,0.0005099639,0.0002133688,0.001274836,0.0004988688],"domain_scores_gemma":[0.9972653,0.001009297,0.0007136887,0.0004002441,0.0004770202,0.0001344606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006271327,0.0004325832,0.9119232,0.00003653537,0.0005935043,0.00002541363,0.003659933,0.0004207353,0.0002255863,0.000002984667,0.08163431,0.000982541],"study_design_scores_gemma":[0.002734165,0.001023796,0.9832062,0.00005220994,0.0002833972,0.000005236517,0.009506722,0.001077194,0.0000530155,0.00007886379,0.001919789,0.00005940337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929971,0.0002185849,0.00001161416,0.005669437,0.0002388853,0.000662285,0.000005467441,0.00002567858,0.0001710108],"genre_scores_gemma":[0.9947497,0.0006041407,0.0002611866,0.002232453,0.0003898564,0.00001557922,0.000005829452,0.00004122303,0.001700015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07971451,"threshold_uncertainty_score":0.4281375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892937890834872,"score_gpt":0.3087331007806079,"score_spread":0.2698037218722592,"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."}}