{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006502089,0.001859283,0.004461379,0.0007550803,0.0009512261,0.001607688,0.001217745,0.003444285,0.007281084],"category_scores_gemma":[0.01093093,0.0009917605,0.0044063,0.0008082804,0.001670461,0.001558005,0.001001319,0.002645422,0.0006470032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127148,"about_ca_system_score_gemma":0.002180255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929379,"about_ca_topic_score_gemma":0.002431159,"domain_scores_codex":[0.993579,0.003761939,0.0007169811,0.0008926464,0.0005956145,0.0004537973],"domain_scores_gemma":[0.9948305,0.002504045,0.001300273,0.000378843,0.0003942629,0.0005920348],"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":[0.9745176,0.01202223,0.001017133,0.001714541,0.001940021,0.00002621928,0.00008625352,0.00009215078,0.000435132,0.00004010863,0.0002151978,0.007893317],"study_design_scores_gemma":[0.9009948,0.0927363,0.003647087,0.0001426958,0.001636052,0.00001404321,0.0000372814,0.0002200065,0.0001920306,0.00007259787,0.0002903779,0.00001679616],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531227,0.005401995,0.001445721,0.0006876272,0.00119187,0.03494739,0.001276515,0.0001933943,0.001732793],"genre_scores_gemma":[0.9251819,0.003033749,0.004099083,0.0008272844,0.001056432,0.06335607,0.0006901194,0.00002797178,0.001727301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007281084,"threshold_uncertainty_score":0.03438675,"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."}}