{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006971439,0.0003862228,0.002461657,0.0005114318,0.0003754194,0.00001238399,0.0002330495,0.0004204259,0.0002224455],"category_scores_gemma":[0.001056418,0.0002827947,0.00007676137,0.001023766,0.0001078717,0.0001601489,0.00007984155,0.001270263,0.000242733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241006,"about_ca_system_score_gemma":0.0036322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204966,"about_ca_topic_score_gemma":0.002159344,"domain_scores_codex":[0.9918582,0.002211367,0.002699586,0.001000252,0.0005772003,0.001653338],"domain_scores_gemma":[0.9942135,0.002193032,0.001099817,0.0007628082,0.0003459867,0.001384853],"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":[0.6206902,0.0005987759,0.3699892,0.001884906,0.00000873188,2.423111e-7,0.0007601901,0.000001786811,0.000002302219,0.0006924789,0.0005403912,0.004830842],"study_design_scores_gemma":[0.6276131,0.001517522,0.3690126,0.0002669849,0.00002367455,6.077529e-8,0.0001845651,0.0002008236,3.3174e-7,0.0002670047,0.0007477241,0.0001656232],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200677,0.0004344923,0.00001658746,0.003033785,0.001248471,0.07399136,0.00002959297,0.00009111555,0.001086841],"genre_scores_gemma":[0.9522156,0.000485511,0.0003021693,0.004346813,0.0002064625,0.04199702,0.0001155734,0.00004182686,0.0002889806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03214788,"threshold_uncertainty_score":0.9999624,"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."}}