{"id":"W2374754917","doi":"10.2196/humanfactors.5177","title":"The Usability of Diabetes MAP: A Web-delivered Intervention for Improving Medication Adherence","year":2016,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Usability; Psychological intervention; Intervention (counseling); Web application; World Wide Web; Promotion (chess); Computer science; Medication adherence; Web usability; Medicine; Human–computer interaction; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001391944,0.0001225376,0.0002063279,0.00006111052,0.001207511,0.000005585016,0.0003025463,0.0001596778,0.0003388067],"category_scores_gemma":[0.000605836,0.00006813079,0.000109787,0.00009684507,0.000172045,0.0001094866,0.00007169156,0.0001900408,0.0000498193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233705,"about_ca_system_score_gemma":0.0002676471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001677977,"about_ca_topic_score_gemma":0.0007243368,"domain_scores_codex":[0.9977826,0.0002806619,0.0009364025,0.0002816272,0.0002089603,0.0005096849],"domain_scores_gemma":[0.9964339,0.001784204,0.0007510749,0.000515571,0.0003142574,0.000201039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157396,0.0003336288,0.6459969,0.0044736,0.00003140484,2.391725e-8,0.001758361,1.063597e-7,0.03242502,0.02403574,0.02109433,0.2697351],"study_design_scores_gemma":[0.003479515,0.0007253779,0.8276836,0.0007074077,0.00003659399,3.260894e-8,0.001962748,0.0001144625,0.001427396,0.0102753,0.1533415,0.0002460336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913606,0.0001194106,0.000836651,0.001381209,0.0005225457,0.005360994,0.0001496641,0.00009028025,0.0001786413],"genre_scores_gemma":[0.9853407,0.00002267099,0.00007077757,0.00008758467,0.0001339664,0.01335348,0.00004581074,0.00001661262,0.0009283671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2694891,"threshold_uncertainty_score":0.9287317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05752112173237772,"score_gpt":0.4299435280544794,"score_spread":0.3724224063221017,"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."}}