{"id":"W4411175990","doi":"10.1016/j.jcjd.2025.06.002","title":"Impact of an Audit and Feedback-based Intervention on Preparation of Adolescents for Transition to Adult Type 1 Diabetes Care: A Multicentre Quasi-experimental Study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Diabetes Canada; Children’s Health Research Institute; St. Michael's Hospital; Sunnybrook Health Science Centre; Lawson Health Research Institute; Trillium Health Centre; McMaster University; London Health Sciences Centre; Women's College Hospital; SickKids Foundation; University of Toronto","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Audit; Intervention (counseling); Type 2 diabetes; Center (category theory); Family medicine; Diabetes mellitus; Nursing; Endocrinology; Accounting","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":[0.009009808,0.001387035,0.002464218,0.001023311,0.004108554,0.001553717,0.001837179,0.002711531,0.004794578],"category_scores_gemma":[0.01764285,0.002108943,0.001850385,0.0007719782,0.001936368,0.001429027,0.001852543,0.003173447,0.000578549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364375,"about_ca_system_score_gemma":0.0083972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066368,"about_ca_topic_score_gemma":0.01712536,"domain_scores_codex":[0.9927046,0.003789365,0.0006372571,0.001043002,0.0007871938,0.001038535],"domain_scores_gemma":[0.9834663,0.00741139,0.002553778,0.001475343,0.001207076,0.003886024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1090667,0.8144698,0.01686039,0.001063561,0.0004481023,0.0001552207,0.006162565,0.0008347068,0.002527853,0.0001304888,0.0007075256,0.04757312],"study_design_scores_gemma":[0.1769257,0.6998677,0.112927,0.0003146139,0.0008233724,0.00006706955,0.003654932,0.002057316,0.001624609,0.0001871689,0.001362555,0.000188092],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960983,0.00003419036,0.0001775109,0.00008274822,0.00004678062,0.00324185,0.00007856943,0.00001892234,0.000221068],"genre_scores_gemma":[0.9829547,0.0001542266,0.005185102,0.0002667105,0.00010835,0.01035712,0.000196681,0.00001020104,0.0007668373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9893363,"threshold_uncertainty_score":0.04764897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427513406991791,"score_gpt":0.4071732707299076,"score_spread":0.3828981366599897,"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."}}