{"id":"W2803710607","doi":"10.2196/mhealth.8824","title":"Acceptability of an mHealth App Intervention for Persons With Type 2 Diabetes and its Associations With Initial Self-Management: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"mHealth; Randomized controlled trial; Type 2 diabetes; Intervention (counseling); Self-management; Medicine; Diabetes mellitus; Psychology; Psychological intervention; Clinical psychology; Physical therapy; Gerontology; Computer science; Psychiatry; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006680474,0.0004280255,0.002229216,0.0003678817,0.002354041,0.00002607812,0.0002012653,0.0003601327,0.0001451486],"category_scores_gemma":[0.0004092977,0.0003062752,0.0001370956,0.0005880051,0.0003456916,0.0003136736,0.00006702996,0.000630188,0.000008857873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850599,"about_ca_system_score_gemma":0.001957205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367982,"about_ca_topic_score_gemma":0.0009356731,"domain_scores_codex":[0.9928961,0.002138649,0.002229651,0.0008600739,0.0004581432,0.001417368],"domain_scores_gemma":[0.9927897,0.002232427,0.002167495,0.0005149473,0.0009975909,0.00129786],"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":[0.9384403,0.001420626,0.002819073,0.01302201,0.0002809504,4.928809e-7,0.005867323,8.290674e-7,0.000001611816,0.01853435,0.0007023973,0.01891009],"study_design_scores_gemma":[0.9650474,0.008436766,0.01586064,0.0002687374,0.0009240311,0.000002033236,0.002491617,0.00221851,0.000004305014,0.0008994482,0.003507951,0.000338558],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448865,0.0009393724,0.0005000212,0.001819994,0.0005691691,0.04857137,0.0002684683,0.0002665282,0.002178594],"genre_scores_gemma":[0.9584535,0.001078198,0.004157288,0.001739186,0.0008423487,0.03318376,0.0002642249,0.00006984096,0.0002115873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660716,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482829610499003,"score_gpt":0.4427991939848817,"score_spread":0.3979708978798916,"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."}}