{"id":"W4409946100","doi":"10.1177/19322968251335303","title":"Leveraging Co-Design, Design Thinking, and Service Blueprinting to Create Digital Health Behavior Change Innovations: Insights From a Co-Design Workshop With Type 2 Diabetes Remission Health Coaches","year":2025,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Bridgepoint Active Healthcare; Population Health Research Institute; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Blueprint; Coaching; Health coaching; Digital health; Design thinking; Service (business); Psychological intervention; Knowledge management; Process management; Health care; Psychology; Computer science; Medical education; Medicine; Nursing; Engineering; Human–computer interaction; Psychotherapist","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":[0.04098181,0.001446384,0.0006755,0.002751327,0.01277023,0.01193512,0.00388475,0.003687278,0.003615022],"category_scores_gemma":[0.03386431,0.0009678621,0.001482754,0.001402649,0.01604591,0.006270428,0.01263447,0.006390282,0.0008546216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008301375,"about_ca_system_score_gemma":0.01699336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005629403,"about_ca_topic_score_gemma":0.01017689,"domain_scores_codex":[0.9578764,0.03344387,0.0008943135,0.001972928,0.003237153,0.002575393],"domain_scores_gemma":[0.9440737,0.0433902,0.001398821,0.003258399,0.003943067,0.003935957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001164589,0.001098135,0.004945451,0.0008275336,0.00003812831,0.001532035,0.8940868,0.0008604418,0.003128406,0.01295113,0.004054161,0.07636136],"study_design_scores_gemma":[0.0002024394,0.0009557525,0.004411735,0.001344233,0.00009083522,0.002256629,0.8192971,0.004624926,0.006187478,0.01964132,0.14079,0.0001975143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7334334,0.001775946,0.1849414,0.0224056,0.0005468482,0.003121878,0.0001148337,0.000517575,0.05314261],"genre_scores_gemma":[0.874348,0.001218408,0.105476,0.00277928,0.00006509801,0.001618781,0.0001264432,0.0003194074,0.01404843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098181,"threshold_uncertainty_score":0.2167351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0664177525905456,"score_gpt":0.3306841949872948,"score_spread":0.2642664423967492,"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."}}