{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535666,0.0004113614,0.0005867478,0.001175539,0.002720763,0.001256916,0.001259285,0.0005370296,0.001011755],"category_scores_gemma":[0.003323525,0.0005902222,0.0009328613,0.004242184,0.0007847049,0.0005213723,0.001191904,0.001008068,0.0001792926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01320533,"about_ca_system_score_gemma":0.01728165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9685688,"about_ca_topic_score_gemma":0.9756321,"domain_scores_codex":[0.9980855,0.0002590283,0.0001729148,0.0003618777,0.0006203642,0.0005004276],"domain_scores_gemma":[0.9965654,0.0002662413,0.001024646,0.0002009003,0.001270068,0.0006727152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001778129,0.00001893635,0.9990884,0.00001148869,0.00003024716,0.00001641906,0.0001377317,0.00002072129,0.00002083724,0.00001131425,0.0001665345,0.0004597506],"study_design_scores_gemma":[0.000004769271,0.00002433672,0.9989618,0.00001721808,0.00002651361,0.00004107075,0.0004896976,0.0001565344,0.00001938638,0.000008689933,0.0002444884,0.000005604615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921259,0.0006335526,0.0001929966,0.0002114402,0.00001329341,0.0001093296,0.005913951,0.00001066612,0.0007889502],"genre_scores_gemma":[0.995184,0.0004319502,0.0005415292,0.0002329481,0.000009136348,0.00008129784,0.00305221,0.000005493335,0.0004615431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0314312,"threshold_uncertainty_score":0.09581184,"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."}}