{"id":"W4392915171","doi":"10.1186/s43058-024-00563-2","title":"An assessment of adaptation and fidelity in the implementation of an audit and feedback-based intervention to improve transition to adult type 1 diabetes care in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto; SickKids Foundation; Trillium Health Centre; McMaster University; Women's College Hospital","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Fidelity; Context (archaeology); Intervention (counseling); Receipt; Audit; Adaptation (eye); Quality management; Medicine; Psychology; Nursing; Computer science; Service (business); Business","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":[0.02772756,0.0004618378,0.0007160594,0.001183651,0.004697699,0.002035108,0.002127116,0.0005650745,0.0007595925],"category_scores_gemma":[0.05972528,0.0006295213,0.0008798891,0.002046003,0.002064804,0.0008342182,0.001912879,0.000968392,0.00007852568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06983069,"about_ca_system_score_gemma":0.1528854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9468815,"about_ca_topic_score_gemma":0.9725126,"domain_scores_codex":[0.9690337,0.01126089,0.002478024,0.001530915,0.01234912,0.003347399],"domain_scores_gemma":[0.9478931,0.01002409,0.008059531,0.002364412,0.02673709,0.004921773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00124196,0.002705977,0.7055897,0.001152225,0.0002866719,0.0003055751,0.07063276,0.00137161,0.001781708,0.0003350951,0.00241651,0.2121802],"study_design_scores_gemma":[0.0001599116,0.001713395,0.9779902,0.0003863146,0.0001094499,0.00004729052,0.01406895,0.001424092,0.0007133213,0.00005627833,0.003266444,0.00006426758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902545,0.0003359497,0.001553403,0.0005747814,0.0000255045,0.004041557,0.0003169467,0.00004685926,0.00285051],"genre_scores_gemma":[0.9893169,0.0003670632,0.007333005,0.000181335,0.000009367345,0.001694845,0.0002580687,0.00001102269,0.0008285434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06983069,"threshold_uncertainty_score":0.5066594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09675229665550673,"score_gpt":0.5362350551201152,"score_spread":0.4394827584646084,"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."}}