{"id":"W2112751341","doi":"10.2196/mhealth.3882","title":"A Mobile Health Intervention for Self-Management and Lifestyle Change for Persons With Type 2 Diabetes, Part 2: One-Year Results From the Norwegian Randomized Controlled Trial RENEWING HEALTH","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"Self-management; Medicine; mHealth; Type 2 diabetes; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Glycated hemoglobin; Health intervention; Health care; Diabetes mellitus; Intervention (counseling); Gerontology; Psychological intervention; 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":[0.00595724,0.0002638705,0.00144942,0.0001496522,0.0005792129,0.0000788784,0.00008765258,0.00007645975,0.000005803332],"category_scores_gemma":[0.0002600797,0.0001741818,0.0001665303,0.0001810003,0.00007408852,0.0001114079,0.00003435478,0.0001647219,0.000001961567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675622,"about_ca_system_score_gemma":0.0002837139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003295588,"about_ca_topic_score_gemma":0.0001288528,"domain_scores_codex":[0.9969109,0.0005449902,0.0009633859,0.0005702627,0.0002616026,0.0007488558],"domain_scores_gemma":[0.9971166,0.001022426,0.0008638459,0.0003688459,0.0001070102,0.000521243],"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":[0.8694127,0.0009921509,0.0007392503,0.005445638,0.0005317217,1.195025e-7,0.008862255,0.000001003933,2.445833e-7,0.001463371,0.02469744,0.08785409],"study_design_scores_gemma":[0.9190246,0.01241418,0.002623217,0.0009889671,0.0006816817,3.087167e-7,0.001508762,0.001841627,4.288241e-7,0.0002781412,0.06045337,0.0001846612],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8331736,0.008885805,0.001343369,0.05246662,0.002072564,0.1008675,0.000254228,0.0003034663,0.0006327469],"genre_scores_gemma":[0.9509096,0.005245313,0.00657292,0.01255262,0.002567546,0.01980571,0.001301893,0.00007372377,0.0009707178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177359,"threshold_uncertainty_score":0.7102929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366998841108691,"score_gpt":0.3426401689926933,"score_spread":0.2989701805816064,"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."}}