{"id":"W2981337582","doi":"10.2196/15146","title":"Usability and Utility of a Mobile App to Improve Medication Adherence Among Ambulatory Care Patients in Malaysia: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Usability; Medicine; System usability scale; mHealth; Qualitative research; Health care; Family medicine; Nursing; Web usability; Psychological intervention; Computer science","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":[0.003471003,0.0003057767,0.0009073811,0.00028839,0.000481342,0.00000603087,0.0002090905,0.0003166594,0.0001281249],"category_scores_gemma":[0.0002460472,0.0002848135,0.00003740782,0.0006014197,0.0001780153,0.0001786579,0.0001875623,0.0009560121,0.00004943321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003910365,"about_ca_system_score_gemma":0.001691444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009013645,"about_ca_topic_score_gemma":0.00417615,"domain_scores_codex":[0.9935805,0.001754296,0.002064391,0.001044144,0.0004970532,0.001059588],"domain_scores_gemma":[0.9955047,0.0009031962,0.0009059319,0.0008245306,0.0004645106,0.001397152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000331262,0.0005623722,0.8514847,0.007839655,0.000004074976,1.601749e-7,0.1075975,0.000001082838,0.000003302122,0.0001745456,0.0002573354,0.03174396],"study_design_scores_gemma":[0.002765354,0.001803181,0.8849379,0.0002028397,0.00001673985,1.124812e-7,0.1089166,0.0001250046,0.000001743127,0.0001637538,0.000906501,0.0001602063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750878,0.0006002651,0.00001715367,0.000281695,0.0003828253,0.02285735,0.0001971941,0.00006549554,0.0005101924],"genre_scores_gemma":[0.9837969,0.0003303811,0.0001782696,0.0008511983,0.00006445402,0.01461003,0.00007136788,0.00002934901,0.00006804898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03345324,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04651770073524687,"score_gpt":0.4718041194602752,"score_spread":0.4252864187250284,"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."}}