{"id":"W4319827219","doi":"10.1177/20552076231152760","title":"Development of the <i>Support</i> self-guided, web application for adults living with type 1 diabetes in Canada by a multi-disciplinary team using a people-oriented approach based on the Behaviour Change Wheel","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Sainte-Anne; McGill University Health Centre; Montreal Clinical Research Institute; McGill University","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation United Kingdom","keywords":"Web application; Discipline; Type 2 diabetes; Gerontology; Psychology; Computer science; Medicine; World Wide Web; Diabetes mellitus; Sociology","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":[0.002761815,0.0005039887,0.0002756733,0.0007809198,0.002257343,0.001526438,0.001371143,0.000577538,0.004048293],"category_scores_gemma":[0.003874835,0.0002778179,0.0007679972,0.0004402391,0.0005595584,0.000536363,0.001549522,0.00076056,0.0007451241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009768044,"about_ca_system_score_gemma":0.04924957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7428932,"about_ca_topic_score_gemma":0.8686625,"domain_scores_codex":[0.9989488,0.0002555589,0.00006177925,0.00009918271,0.0003714995,0.0002631738],"domain_scores_gemma":[0.9976988,0.0002742339,0.00008875923,0.00005649262,0.0009319475,0.0009496907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004231306,0.004499859,0.06600946,0.001536593,0.0001103782,0.001929014,0.02113284,0.001530644,0.01150367,0.001575844,0.0713359,0.8184127],"study_design_scores_gemma":[0.001177777,0.004425358,0.3819806,0.003542651,0.0004644329,0.001640131,0.03111867,0.02069682,0.01067293,0.001199662,0.5425385,0.0005424424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7558194,0.002266401,0.08125348,0.01502047,0.0006843641,0.03170976,0.004037654,0.00952284,0.09968551],"genre_scores_gemma":[0.5867407,0.002320047,0.3423575,0.003484714,0.00005976378,0.0073422,0.003149737,0.0005088455,0.05403662],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2571068,"threshold_uncertainty_score":0.5172418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756286573396597,"score_gpt":0.2838928429370667,"score_spread":0.2463299772031008,"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."}}