{"id":"W3203723292","doi":"10.1016/j.jcjd.2021.09.004","title":"Real-World Incidence and Risk Factors for Daytime and Nocturnal Non-Severe Hypoglycemia in Adults With Type 2 Diabetes Mellitus on Insulin and/or Secretagogues (InHypo-DM Study, Canada)","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Family Medicine; Western University","funders":"Canadian Institutes of Health Research; McGill University; Sanofi; Lawson Foundation; McMaster University; AstraZeneca","keywords":"Medicine; Diabetes mellitus; Glycated hemoglobin; Incidence (geometry); Population; Internal medicine; Hypoglycemia; Type 2 diabetes; Confidence interval; Comorbidity; Type 1 diabetes; Demography; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005066678,0.0006789099,0.0007430019,0.000854556,0.00121183,0.001383067,0.001289002,0.001018627,0.001640456],"category_scores_gemma":[0.001343622,0.0007435966,0.001544787,0.003845864,0.0004162684,0.0005422873,0.001000455,0.001490275,0.0002692937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00672327,"about_ca_system_score_gemma":0.006610522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9309033,"about_ca_topic_score_gemma":0.9454415,"domain_scores_codex":[0.9994131,0.00005524865,0.00007193684,0.0001434085,0.0001415678,0.0001747056],"domain_scores_gemma":[0.9987311,0.00005907947,0.0003806624,0.00006847118,0.0003307517,0.0004300308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002270068,0.0000397318,0.9978901,0.00002973805,0.0001592039,0.00004656125,0.00008688631,0.00006011068,0.00005685057,0.00002829156,0.0007427894,0.0006328364],"study_design_scores_gemma":[0.00002135078,0.00002303617,0.9993299,0.00001224988,0.0000439756,0.00004094652,0.000259237,0.00008428477,0.000007179182,0.00000884145,0.0001623224,0.000006638886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793478,0.001437596,0.00007677595,0.0002493074,0.00003120062,0.00005092503,0.01746449,0.00001444014,0.001327578],"genre_scores_gemma":[0.9904796,0.0007769485,0.0001722306,0.0001050846,0.00002342887,0.00002809802,0.007806045,0.000006159955,0.0006024725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06909668,"threshold_uncertainty_score":0.1390072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391665944404877,"score_gpt":0.2487477415484733,"score_spread":0.2348310821044246,"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."}}