{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004951474,0.0002632441,0.0006327092,0.0005461077,0.0001780835,0.0001257325,0.0001335546,0.00007459722,0.00004348195],"category_scores_gemma":[0.0009307248,0.0001835052,0.00003554616,0.0005143596,0.0001724164,0.0001849864,0.00004331588,0.0005057935,4.299962e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231062,"about_ca_system_score_gemma":0.002566338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0428642,"about_ca_topic_score_gemma":0.8400835,"domain_scores_codex":[0.9981446,0.00009811216,0.0004126332,0.0003263363,0.0003984786,0.000619834],"domain_scores_gemma":[0.9975747,0.0006300344,0.0002526614,0.0001911213,0.0004044563,0.0009470671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002117863,0.00004700073,0.9887727,0.000305906,0.0003025034,0.0002614475,0.0007038193,0.00001590629,0.0000467547,0.00000662114,0.0006784548,0.008647128],"study_design_scores_gemma":[0.004067035,0.00297799,0.987511,0.001177297,0.0002403268,0.000004327029,0.001940237,0.0004197199,0.0004649197,0.00005847545,0.0008852446,0.0002534761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956333,0.00289127,3.52201e-7,0.0005049959,0.0001348561,0.0005206073,0.00006017762,0.000004036005,0.0002504057],"genre_scores_gemma":[0.9984357,0.0005253804,0.0002196304,0.0001784965,0.0001213697,0.000008377272,0.0000182488,0.00003368954,0.0004590851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7972193,"threshold_uncertainty_score":0.9635094,"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."}}