{"id":"W2963979185","doi":"10.2196/10702","title":"Digital Person-Centered Self-Management Support for People With Type 2 Diabetes: Qualitative Study Exploring Design Challenges","year":2019,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Computer science; Context (archaeology); Focus group; Digital health; Self-management; Qualitative research; Data management; Service (business); Knowledge management; Health care; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02176893,0.0005314813,0.0008412304,0.001383593,0.009142248,0.004388724,0.00200418,0.001972033,0.003642853],"category_scores_gemma":[0.02147095,0.0006500899,0.0005800245,0.001469472,0.007418355,0.004562312,0.005935415,0.002798797,0.0004019965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00508171,"about_ca_system_score_gemma":0.00648284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004911105,"about_ca_topic_score_gemma":0.00827998,"domain_scores_codex":[0.9848855,0.0120908,0.0003642274,0.0006777954,0.0007472094,0.001234616],"domain_scores_gemma":[0.9754986,0.01878583,0.001280191,0.0007224832,0.001613515,0.002099356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003177917,0.0001020229,0.001800215,0.0002195498,0.000004354264,0.0005701378,0.9901097,0.00002473752,0.0004385403,0.0008731905,0.0004847365,0.005340907],"study_design_scores_gemma":[0.00001125202,0.00007816996,0.0007806276,0.0002027847,0.000005100011,0.0002077889,0.9899788,0.00008181259,0.0001819558,0.0003588392,0.008101721,0.00001115319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788097,0.00129119,0.007967966,0.004738484,0.0001308391,0.0007946312,0.000191498,0.00003459975,0.006041281],"genre_scores_gemma":[0.9877935,0.001087599,0.00490328,0.001964039,0.0000258427,0.0009290869,0.0000753812,0.00003891647,0.003182378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02176893,"threshold_uncertainty_score":0.1151265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09870626810031205,"score_gpt":0.3171859882654105,"score_spread":0.2184797201650985,"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."}}