{"id":"W2806083201","doi":"10.1186/s13063-018-2649-9","title":"Effectiveness and sustainability of a structured group-based educational program (MEDIHEALTH) in improving medication adherence among Malay patients with underlying type 2 diabetes mellitus in Sarawak State of Malaysia: study protocol of a randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Trials","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaysia Sarawak; School of Medicine, New York University; University of Oxford; York University","keywords":"Malay; Medicine; Intervention (counseling); Pharmacist; Randomized controlled trial; Family medicine; Type 2 Diabetes Mellitus; Type 2 diabetes; Medication adherence; Physical therapy; Diabetes mellitus; Nursing; Pharmacy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01323041,0.003268791,0.008028231,0.00182395,0.001798569,0.002315766,0.002316162,0.004641689,0.01902486],"category_scores_gemma":[0.01167348,0.001825169,0.005284985,0.001706408,0.002694691,0.00235986,0.001301202,0.003316255,0.002265477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956764,"about_ca_system_score_gemma":0.007960666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438304,"about_ca_topic_score_gemma":0.004015437,"domain_scores_codex":[0.9910898,0.005018753,0.001180951,0.0008493784,0.0008566923,0.00100433],"domain_scores_gemma":[0.9940481,0.001768715,0.001612815,0.0005092341,0.0009418824,0.00111933],"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":[0.96516,0.02127322,0.0007865574,0.002859461,0.001174659,0.00004497395,0.0001463539,0.0004377165,0.0005700613,0.0002084429,0.0005272034,0.006811432],"study_design_scores_gemma":[0.9540217,0.04239811,0.001200068,0.0002269284,0.0006330322,0.00001097314,0.00004467589,0.000386479,0.0002285606,0.0001619133,0.0006670114,0.00002055243],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08117659,0.0008555208,0.001098795,0.0003131918,0.0004029506,0.9132935,0.001472774,0.00008605934,0.001300596],"genre_scores_gemma":[0.07776023,0.0006226788,0.003611305,0.000369641,0.0001781398,0.9161438,0.0004196381,0.000008928117,0.0008856924],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01902486,"threshold_uncertainty_score":0.06996995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03552410667500686,"score_gpt":0.4004621032124863,"score_spread":0.3649379965374794,"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."}}