{"id":"W4367277907","doi":"10.2196/preprints.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 (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Medicine; Socioeconomic status; Diabetes mellitus; Glycemic; Type 1 diabetes; Demography; Gerontology; Cross-sectional study; Endocrinology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283224,0.0002656912,0.0004583944,0.0008522191,0.001525244,0.001081433,0.000929663,0.0004958275,0.001456888],"category_scores_gemma":[0.003394429,0.0004664542,0.0008889633,0.003833913,0.0004618327,0.0004167668,0.000816015,0.0007099045,0.0002304131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009003101,"about_ca_system_score_gemma":0.01428784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696848,"about_ca_topic_score_gemma":0.9755474,"domain_scores_codex":[0.9988649,0.0001482168,0.0001311404,0.0002007107,0.0003756921,0.0002794224],"domain_scores_gemma":[0.9970293,0.0002773371,0.0008940116,0.0001627904,0.00109816,0.000538417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002541331,0.00001573904,0.998679,0.00001779734,0.000038112,0.00001378657,0.00009869224,0.00002184391,0.00002155087,0.00001256978,0.0004810151,0.0005744569],"study_design_scores_gemma":[0.000005893849,0.00001772462,0.9991602,0.00002218272,0.00002769866,0.0000215504,0.0003038912,0.0001008576,0.00001696057,0.000005811107,0.0003129952,0.000004386349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808351,0.0009173558,0.0001542276,0.0004190713,0.00003130026,0.00009519098,0.01642589,0.00001188607,0.001109882],"genre_scores_gemma":[0.9907137,0.0007183594,0.0005296963,0.0004009942,0.00001700506,0.00009177539,0.006702554,0.000006163122,0.0008197567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03031516,"threshold_uncertainty_score":0.0653224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138684229568145,"score_gpt":0.2461921809660054,"score_spread":0.2348053386703239,"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."}}