{"id":"W4384938410","doi":"10.1016/j.jcjd.2023.07.005","title":"Socioeconomic Disparities in Glycemic Management in Children and Youth With Type 1 Diabetes: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Glycated hemoglobin; Glycemic; Retrospective cohort study; Socioeconomic status; Type 1 diabetes; Cohort; Diabetes mellitus; Type 2 diabetes; Confidence interval; Cohort study; Body mass index; Pediatrics; Diabetes management; Demography; Internal medicine; Population; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0008976506,0.0004741109,0.0005748153,0.0008811313,0.001279236,0.001218192,0.0006771061,0.000803027,0.001537652],"category_scores_gemma":[0.002066743,0.0007215944,0.001107755,0.00243708,0.0004343126,0.0008333125,0.001125894,0.00139788,0.0002400761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042657,"about_ca_system_score_gemma":0.001305646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08030546,"about_ca_topic_score_gemma":0.09357727,"domain_scores_codex":[0.9989676,0.0001866415,0.0001027226,0.0002712892,0.0001393932,0.0003321737],"domain_scores_gemma":[0.998379,0.0001545694,0.0006957398,0.000169296,0.000204815,0.0003965155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004310703,0.00003168758,0.999393,0.000003846561,0.00007072578,0.0000475948,0.00008569399,0.000009066203,0.00003450155,0.00001944838,0.00007761561,0.000183773],"study_design_scores_gemma":[0.000004396047,0.00004057713,0.9989818,0.000008279041,0.00004003416,0.0001271283,0.0006212476,0.00005149015,0.00001301329,0.00001399377,0.00009370451,0.000004352832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986075,0.0002384766,0.00005123788,0.00006011719,0.000009824893,0.00000774742,0.0007455664,0.000001853848,0.0002777729],"genre_scores_gemma":[0.9990969,0.0001684731,0.00006034597,0.0000365443,0.000007856832,0.00001192807,0.0005059842,0.000002446514,0.0001095731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08030546,"threshold_uncertainty_score":0.1596761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009509801849406451,"score_gpt":0.2356175897011575,"score_spread":0.2261077878517511,"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."}}