{"id":"W2658158643","doi":"10.2196/mhealth.7336","title":"A Mobile App for the Self-Management of Type 1 Diabetes Among Adolescents: A Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; York University; Hospital for Sick Children; Trillium Health Centre; University of Toronto; University Health Network","funders":"Hospital for Sick Children; Thrasher Research Fund","keywords":"Randomized controlled trial; Type 2 diabetes; Self-management; Mobile apps; mHealth; Psychology; Diabetes mellitus; Medicine; Computer science; Psychological intervention; Psychiatry; World Wide Web; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003227869,0.001485779,0.003736804,0.0007750224,0.0008369101,0.001461023,0.001062355,0.003134958,0.01084938],"category_scores_gemma":[0.005937134,0.0007189548,0.003480964,0.0006990803,0.001144078,0.001373569,0.0008136329,0.003078728,0.000880892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009154445,"about_ca_system_score_gemma":0.00163603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952075,"about_ca_topic_score_gemma":0.002866906,"domain_scores_codex":[0.9979107,0.001115185,0.0002566795,0.0003290209,0.000188769,0.0001996418],"domain_scores_gemma":[0.9980091,0.0008112986,0.0004543429,0.0001319752,0.0001971608,0.0003960584],"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":[0.9583118,0.01310758,0.0008669083,0.004996445,0.003602156,0.00006697747,0.0001310413,0.0001350921,0.0006351147,0.0001414909,0.0008168632,0.01718861],"study_design_scores_gemma":[0.9625922,0.03351154,0.001228323,0.0003421701,0.001464977,0.00001591456,0.00004375808,0.0001599397,0.00009747768,0.00008154529,0.0004528378,0.000009331892],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9182052,0.02003102,0.00149378,0.001941818,0.002855428,0.04972376,0.001945023,0.0002812519,0.003522682],"genre_scores_gemma":[0.9009914,0.009885416,0.005757692,0.002270526,0.001478073,0.07521831,0.0007545993,0.0000322631,0.003611839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084938,"threshold_uncertainty_score":0.03629482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314285210680285,"score_gpt":0.3799434936054966,"score_spread":0.3485149725374681,"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."}}