{"id":"W4367174583","doi":"10.2196/35682","title":"The Influence of Age, Sex, and Socioeconomic Status on Glycemic Control Among People With Type 1 and Type 2 Diabetes in Canada: Patient-Led Longitudinal Retrospective Cross-sectional Study With Multiple Time Points of Measurement","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; University of Manitoba; Université Laval; Manitoba Health; Université de Sherbrooke; University of Toronto; Ontario Stroke Network; Center for Interuniversity Research and Analysis on Organizations; Centre Hospitalier Universitaire de Sherbrooke; North York General Hospital; McGill University Health Centre; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Diabetes Canada","funders":"Canadian Institutes of Health Research","keywords":"Type 2 diabetes; Socioeconomic status; Diabetes mellitus; Medicine; Glycemic; Gerontology; Type 1 diabetes; Cross-sectional study; Demography; Environmental health; Population; Endocrinology","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":[0.0004581005,0.0001612206,0.000399444,0.0001451179,0.00009802711,0.00003392166,0.00007639764,0.00003421046,0.00001405786],"category_scores_gemma":[0.0001928469,0.0001029605,0.00001656143,0.0003676873,0.0002723479,0.0000846562,0.00008296014,0.0001805812,0.000003471778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966557,"about_ca_system_score_gemma":0.000304004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01021094,"about_ca_topic_score_gemma":0.1282227,"domain_scores_codex":[0.9983742,0.00007052207,0.0002806997,0.0003051971,0.000561499,0.0004078396],"domain_scores_gemma":[0.9988666,0.0003350399,0.0001542021,0.0001969393,0.0003562443,0.00009094596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133495,0.0001369225,0.9966445,0.0001063903,0.0004168817,0.000005749734,0.0002400751,0.000318009,0.0007264442,0.00000235747,0.0000578219,0.0002113682],"study_design_scores_gemma":[0.004056322,0.003911979,0.9900605,0.0001121392,0.00004392184,6.586321e-8,0.0002991322,0.0011161,0.0002676049,0.00001832669,0.000004274096,0.0001096066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983729,0.00008408218,2.260115e-8,0.00003644732,0.0000282432,0.001379669,0.00002220025,0.00001472769,0.00006177265],"genre_scores_gemma":[0.999753,0.00001058978,0.000003577473,0.00001750246,0.00001140408,0.0001015493,0.00001193437,0.00001996243,0.00007046213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180118,"threshold_uncertainty_score":0.9963802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002853924101624,"score_gpt":0.2467531415627006,"score_spread":0.2367246023216844,"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."}}