{"id":"W3159078634","doi":"10.2196/mhealth.6522","title":"Mobile App-Based Interventions to Support Diabetes Self-Management: A Systematic Review of Randomized Controlled Trials to Identify Functions Associated with Glycemic Efficacy","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":306,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; National Key Research and Development Program of China; Sichuan University; National Natural Science Foundation of China","keywords":"Psychological intervention; Randomized controlled trial; Medicine; Glycemic; MEDLINE; Diabetes mellitus; Systematic review; Diabetes management; Adverse effect; Meta-analysis; mHealth; Type 2 diabetes; Internal medicine; Nursing","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":[0.02250811,0.002157824,0.01309802,0.01041951,0.000871017,0.002964831,0.002146248,0.002031788,0.003972947],"category_scores_gemma":[0.08429166,0.001168423,0.01751248,0.009020327,0.001223135,0.003020175,0.001990714,0.001739815,0.0002686705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003795501,"about_ca_system_score_gemma":0.009923302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00437142,"about_ca_topic_score_gemma":0.01266705,"domain_scores_codex":[0.9796251,0.008946132,0.007114235,0.001369009,0.0025865,0.0003590148],"domain_scores_gemma":[0.9298171,0.05414625,0.01030794,0.001005589,0.00424726,0.0004758105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001245138,0.00005077097,0.001645549,0.916212,0.04108512,0.00006016164,0.0001918922,0.0001191162,0.0001501574,0.0001995281,0.0005280718,0.03851246],"study_design_scores_gemma":[0.002438446,0.0008374075,0.008018026,0.5857924,0.3946978,0.000197082,0.0002745602,0.0002754929,0.0003082236,0.0005092124,0.006587443,0.00006379312],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003509576,0.993004,0.0005272179,0.0002540023,0.0001243666,0.001789808,0.0004508805,0.00001891725,0.000321118],"genre_scores_gemma":[0.07704059,0.910509,0.004516229,0.001052091,0.0001570811,0.005921733,0.000594546,0.00001876449,0.0001900251],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02250811,"threshold_uncertainty_score":0.1190356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511477615078509,"score_gpt":0.5356526168334557,"score_spread":0.3845048553256047,"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."}}