{"id":"W4403909834","doi":"10.1111/dme.15444","title":"An audit and feedback‐based intervention to improve diabetes management in the year after transfer to adult type 1 diabetes care: A multi‐center quasi‐experimental study","year":2024,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Lawson Health Research Institute; McMaster University; SickKids Foundation; Markham Stouffville Hospital; London Health Sciences Centre; Women's College Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; Hospital for Sick Children; Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Audit; Cohort; Intervention (counseling); Cohort study; Population; Diabetes mellitus; Type 2 diabetes; Diabetes management; Family medicine; Nursing; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00651664,0.00117302,0.001247501,0.0008075883,0.00202718,0.001076809,0.001787919,0.001912589,0.004370149],"category_scores_gemma":[0.009881926,0.001038016,0.001260689,0.0005834397,0.001518327,0.00111381,0.001293114,0.002119631,0.0004396004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114062,"about_ca_system_score_gemma":0.00626682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135018,"about_ca_topic_score_gemma":0.01491082,"domain_scores_codex":[0.9946699,0.002945344,0.0003965114,0.0006786073,0.0005647407,0.0007448854],"domain_scores_gemma":[0.9917343,0.002868341,0.001904687,0.0007215036,0.0006590135,0.002112208],"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":[0.09723742,0.8151629,0.01244556,0.001124383,0.0005156598,0.0001185719,0.002828431,0.0009683238,0.002112137,0.0001698227,0.00105487,0.06626188],"study_design_scores_gemma":[0.1781482,0.7412463,0.07434332,0.0002572832,0.0003612871,0.00004221572,0.001083664,0.001885347,0.001259157,0.0002081447,0.001082693,0.00008233268],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939272,0.00005749693,0.0002676146,0.0001400641,0.00006949312,0.00514078,0.00009262174,0.00003068598,0.0002738861],"genre_scores_gemma":[0.9763778,0.0002081793,0.004736169,0.000382244,0.0001821223,0.01704118,0.0001862107,0.000007406156,0.0008785774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135018,"threshold_uncertainty_score":0.0344637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446601066372426,"score_gpt":0.3222360162152971,"score_spread":0.3077700055515728,"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."}}