{"id":"W2509920665","doi":"10.2196/resprot.5959","title":"Evaluation of a Behavioral Mobile Phone App Intervention for the Self-Management of Type 2 Diabetes: Randomized Controlled Trial Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Centre for Global Health Research; Public Health Ontario; York University","funders":"","keywords":"Randomized controlled trial; Medicine; Glycated hemoglobin; Glycemic; Self-management; Psychological intervention; Physical therapy; mHealth; Diabetes management; Type 2 diabetes; Type 2 Diabetes Mellitus; Self-monitoring; Clinical endpoint; Blood Glucose Self-Monitoring; Mobile phone; Blood glucose monitoring; Intervention (counseling); Diabetes mellitus; Psychology; Nursing; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01554497,0.005602654,0.009995435,0.001968755,0.002761952,0.003152017,0.003114687,0.006204837,0.04452218],"category_scores_gemma":[0.01548601,0.002398856,0.004502296,0.001934956,0.002468899,0.00295909,0.001664707,0.005623182,0.006739468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003205759,"about_ca_system_score_gemma":0.009163282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003006925,"about_ca_topic_score_gemma":0.0057597,"domain_scores_codex":[0.9901472,0.0051728,0.001231434,0.001086627,0.001045086,0.001316925],"domain_scores_gemma":[0.9939651,0.001832312,0.001272797,0.0004530775,0.00133813,0.001138575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9458507,0.01773418,0.0005951435,0.00872694,0.002034166,0.00009912721,0.0001729649,0.000595312,0.0007612868,0.0006876181,0.004929473,0.01781303],"study_design_scores_gemma":[0.980657,0.01392897,0.0006203592,0.000510061,0.0007107331,0.00001349757,0.00003730131,0.0005713736,0.0001921529,0.0003128656,0.002423269,0.00002235635],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01161686,0.0005486447,0.001487566,0.0003510421,0.0004928215,0.9824112,0.001579222,0.0001978751,0.001314728],"genre_scores_gemma":[0.01101731,0.0002862682,0.002539651,0.00028122,0.0001030029,0.9848452,0.0002105156,0.000008499863,0.0007083824],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04452218,"threshold_uncertainty_score":0.1489416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2886590882931722,"score_gpt":0.6482268825011506,"score_spread":0.3595677942079784,"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."}}