{"id":"W4386297141","doi":"10.2196/48585","title":"mHealth Intervention for Vietnamese Living With Diabetes: Protocol for a Stepped Wedge Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Cancer Institute; National Institutes of Health; University of Oklahoma; University of Oklahoma Health Sciences Center; Presbyterian Health Foundation","keywords":"Medicine; Psychological intervention; Vietnamese; Intervention (counseling); mHealth; Health care; Diabetes management; Motivational interviewing; Self-management; Randomized controlled trial; Focus group; Research design; Family medicine; Nursing; Type 2 diabetes; Diabetes mellitus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03434024,0.003585733,0.005353768,0.002542027,0.004531659,0.002744867,0.003692727,0.004078521,0.0666691],"category_scores_gemma":[0.02049978,0.003028553,0.003851993,0.002305592,0.00264306,0.003011595,0.00291324,0.007124565,0.0105644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008932,"about_ca_system_score_gemma":0.02130219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832101,"about_ca_topic_score_gemma":0.009060914,"domain_scores_codex":[0.9882565,0.006255582,0.001621817,0.001046509,0.001346975,0.001472543],"domain_scores_gemma":[0.9902912,0.00233338,0.001310329,0.001149924,0.003266789,0.001648367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1708787,0.1907178,0.006049737,0.07578787,0.001297512,0.003535403,0.01309868,0.01145859,0.01466167,0.01244526,0.1061835,0.3938853],"study_design_scores_gemma":[0.3960533,0.1663472,0.03683261,0.02641023,0.001121394,0.0007732916,0.009791113,0.007022787,0.009692106,0.01259111,0.3324004,0.0009644143],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000808546,0.00003801244,0.000869907,0.00004823373,0.00004169363,0.9976321,0.0003076784,0.0000224352,0.0002313372],"genre_scores_gemma":[0.0004363956,0.00004458026,0.001596939,0.00004518278,0.000006388516,0.9976668,0.00006428704,0.000002019553,0.0001373653],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0666691,"threshold_uncertainty_score":0.2230304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4247648205479726,"score_gpt":0.599724865874631,"score_spread":0.1749600453266584,"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."}}