{"id":"W2972747751","doi":"10.2196/14914","title":"A Smartphone App to Improve Medication Adherence in Patients With Type 2 Diabetes in Asia: Feasibility Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Changi General Hospital; Nanyang Technological University","keywords":"Medicine; Randomized controlled trial; Type 2 diabetes; Diabetes mellitus; Physical therapy; Population; Body mass index; Medication adherence; Type 2 Diabetes Mellitus; Intervention (counseling); Family medicine; Internal medicine; Nursing","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":[0.002102589,0.001139178,0.00298113,0.0005669416,0.0006959006,0.0008416617,0.0006905829,0.001977838,0.005729307],"category_scores_gemma":[0.002842695,0.0006641412,0.002583203,0.0006467353,0.0007829902,0.000940347,0.0008231877,0.001667757,0.0005331673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606321,"about_ca_system_score_gemma":0.002006285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814091,"about_ca_topic_score_gemma":0.003051042,"domain_scores_codex":[0.9986832,0.0006068463,0.0001995295,0.0002158388,0.0001096054,0.0001849162],"domain_scores_gemma":[0.998675,0.0003798971,0.0003510809,0.00008668648,0.0001531358,0.0003541055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9242583,0.03057026,0.005065297,0.003862667,0.002998822,0.0001009551,0.0002220771,0.0001516947,0.001093163,0.0000974429,0.0007742535,0.03080505],"study_design_scores_gemma":[0.9016236,0.0854833,0.01000117,0.000212496,0.001600733,0.00002633345,0.00008066668,0.0002445485,0.0001603704,0.00006915301,0.0004816003,0.00001602795],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9587095,0.004645722,0.0006909991,0.0008403314,0.0007025599,0.03149078,0.0009665174,0.00008503395,0.001868666],"genre_scores_gemma":[0.9425309,0.002902796,0.00292132,0.001394956,0.0004834696,0.04794486,0.0005003044,0.000008047263,0.001313365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005729307,"threshold_uncertainty_score":0.01916647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928790790627915,"score_gpt":0.4012364017317012,"score_spread":0.3719484938254221,"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."}}