{"id":"W3112317633","doi":"10.2196/18224","title":"Perspectives From Underserved African Americans and Their Health Care Providers on the Development of a Diabetes Self-Management Smartphone App: Qualitative Exploratory Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research; Vetenskapsrådet","keywords":"Thematic analysis; Focus group; Prediabetes; Self-management; Exploratory research; mHealth; Qualitative research; Population; Health care; Gerontology; Medical education; Psychology; Medicine; Nursing; Internet privacy; Diabetes mellitus; Type 2 diabetes; Computer science; Psychological intervention; Business; Sociology","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":[0.01259226,0.0006774392,0.0007533263,0.001334339,0.01319841,0.003904796,0.001325722,0.001718688,0.003293493],"category_scores_gemma":[0.01774161,0.0006703329,0.0004672871,0.001163525,0.005391644,0.00414278,0.006069753,0.002834208,0.0002469017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003539441,"about_ca_system_score_gemma":0.00768915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207895,"about_ca_topic_score_gemma":0.01733159,"domain_scores_codex":[0.9925781,0.005431391,0.0001570607,0.000307986,0.0004110817,0.001114403],"domain_scores_gemma":[0.9883422,0.008050743,0.0007439704,0.0001905906,0.001017721,0.001654818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002548879,0.00006638664,0.003528624,0.0001431276,0.000004198058,0.0006246103,0.9899369,0.0000104239,0.0005235028,0.000553467,0.0004975752,0.004085537],"study_design_scores_gemma":[0.000002297642,0.00002978323,0.0007119949,0.0001262982,0.000003319182,0.00009985951,0.9959989,0.0000262804,0.00007221167,0.00008560732,0.002838536,0.000004984245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898416,0.001061391,0.0008748126,0.004145822,0.000102315,0.000269875,0.00008012403,0.000008604309,0.003615329],"genre_scores_gemma":[0.9928516,0.001372469,0.001172165,0.002635493,0.00004083235,0.0004209729,0.00003693211,0.00001680532,0.001452712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319841,"threshold_uncertainty_score":0.06659502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212602879941985,"score_gpt":0.4087196156991308,"score_spread":0.2874593277049324,"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."}}