{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757439,0.0004695887,0.0004138975,0.0006344909,0.0005776324,0.0008237898,0.0006496227,0.0005732687,0.005070623],"category_scores_gemma":[0.00603239,0.0002296829,0.0005298092,0.0003198604,0.0002370582,0.0007702308,0.001092024,0.0006626905,0.0004115492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517408,"about_ca_system_score_gemma":0.001165175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009407892,"about_ca_topic_score_gemma":0.0013672,"domain_scores_codex":[0.9987826,0.0006484698,0.00009295427,0.000115007,0.0002120468,0.0001489076],"domain_scores_gemma":[0.9981403,0.001056454,0.0001879047,0.00008187925,0.0001426598,0.0003908357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003555394,0.03505478,0.0345035,0.004206208,0.0002270826,0.0004726224,0.004659321,0.0006809778,0.00857789,0.0004164082,0.01218382,0.895462],"study_design_scores_gemma":[0.02257887,0.1565723,0.6584147,0.006147637,0.002893079,0.002208933,0.01647946,0.0169875,0.02532596,0.003081809,0.08886546,0.0004443491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774073,0.0007544398,0.007611634,0.001362837,0.0001772829,0.003020872,0.0003544855,0.0009214435,0.008389562],"genre_scores_gemma":[0.9503674,0.001329637,0.03797697,0.0008544553,0.0001598302,0.005800789,0.0003327471,0.00003982141,0.003138326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005070623,"threshold_uncertainty_score":0.01696295,"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."}}