{"id":"W4411101615","doi":"10.1089/dtom.2025.0032","title":"Disparities in Continuous Glucose Monitoring Use in Children with Type 1 Diabetes Across Canada","year":2025,"lang":"en","type":"article","venue":"Diabetes Technology and Obesity Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Hospital for Sick Children; SickKids Foundation; Agricultural Research Institute of Ontario; University of Ottawa; University of Calgary; Children's Hospital of Eastern Ontario; McGill University; McGill University Health Centre","funders":"","keywords":"Continuous glucose monitoring; Type 2 diabetes; Medicine; Type 1 diabetes; Diabetes mellitus; Pediatrics; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008630868,0.0003444426,0.000438848,0.001571669,0.00224404,0.0010592,0.001073781,0.0003113737,0.001439638],"category_scores_gemma":[0.002237488,0.000218317,0.0005999042,0.004779977,0.0007977001,0.0003455537,0.001032054,0.0007389041,0.00009172524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02578313,"about_ca_system_score_gemma":0.0257534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939052,"about_ca_topic_score_gemma":0.9955135,"domain_scores_codex":[0.9983912,0.0000957886,0.00007939897,0.0002417481,0.0005554183,0.0006363344],"domain_scores_gemma":[0.9981295,0.0001468982,0.0005812858,0.00005576978,0.0006255687,0.0004610455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002145167,0.00001149167,0.9962556,0.00002105832,0.00003473099,0.00004714022,0.0003455719,0.00007461124,0.0000439394,0.0001119951,0.0005796409,0.002452654],"study_design_scores_gemma":[0.000003575761,0.000008042794,0.998578,0.00004060632,0.00002538908,0.00004495134,0.0006068003,0.0001611165,0.00002563809,0.00002973126,0.0004706471,0.000005564018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896024,0.001946198,0.0001904552,0.0008337487,0.00002030932,0.0000358349,0.004468291,0.00001407948,0.00288873],"genre_scores_gemma":[0.9977851,0.0007600972,0.0001823445,0.00009692006,0.000005677229,0.00001175303,0.0009700172,0.000003048078,0.0001849171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578313,"threshold_uncertainty_score":0.1870705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007519013004967223,"score_gpt":0.2563947366595754,"score_spread":0.2488757236546081,"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."}}