{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004401128,0.0003174941,0.0005151149,0.0002531822,0.00008006413,0.0001255073,0.000172245,0.00004447156,0.0001200084],"category_scores_gemma":[0.0000310434,0.0002635297,0.00009638667,0.0003065571,0.00002525354,0.0006307539,0.00006200113,0.00009995854,0.000236027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113423,"about_ca_system_score_gemma":0.00003389141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.359271e-7,"about_ca_topic_score_gemma":0.000001159319,"domain_scores_codex":[0.9980903,0.00006641007,0.0002545356,0.000577882,0.0003847623,0.0006260622],"domain_scores_gemma":[0.9988328,0.0002493782,0.0001348409,0.0004638172,0.0001746744,0.0001445206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007466353,0.008825502,0.647491,0.006208002,0.005435385,0.00000814055,0.2766537,0.00002867663,0.0002646175,0.0004847849,0.01073655,0.04311698],"study_design_scores_gemma":[0.01242485,0.02288019,0.272462,0.0008807059,0.00129314,4.021708e-7,0.6663872,0.0009041363,0.0008524178,0.0001546989,0.02041146,0.001348769],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861947,0.0002028758,0.00002519551,0.0004125152,0.000443443,0.005508425,0.00001007342,0.0002511804,0.006951624],"genre_scores_gemma":[0.9914282,0.00004695608,0.001147047,0.0001154713,0.0001376769,0.002553847,0.0001368604,0.00007940695,0.004354512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897335,"threshold_uncertainty_score":0.9999817,"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."}}