{"id":"W2798104555","doi":"10.2196/mhealth.4478","title":"A Behavioral Lifestyle Intervention Enhanced With Multiple-Behavior Self-Monitoring Using Mobile and Connected Tools for Underserved Individuals With Type 2 Diabetes and Comorbid Overweight or Obesity: Pilot Comparative Effectiveness Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Glycated hemoglobin; Type 2 Diabetes Mellitus; Glycemic; Physical therapy; Weight loss; Type 2 diabetes; Randomized controlled trial; Gerontology; mHealth; Diabetes mellitus; Obesity; Psychological intervention; Intervention (counseling); Blood glucose monitoring; 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":[0.001286896,0.00106494,0.001899271,0.0008439199,0.0006017293,0.0005855436,0.0008182945,0.001454717,0.005876961],"category_scores_gemma":[0.001599243,0.0004804133,0.002109701,0.0006019819,0.0007015931,0.0007316324,0.0008045285,0.001333727,0.000336786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007039161,"about_ca_system_score_gemma":0.001355732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875284,"about_ca_topic_score_gemma":0.004637572,"domain_scores_codex":[0.999116,0.0004111254,0.00009031374,0.0001234736,0.0001041708,0.0001548858],"domain_scores_gemma":[0.9990903,0.0002648107,0.00019322,0.00006384536,0.00006468809,0.0003231506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7863995,0.1357475,0.00326597,0.002301662,0.002351698,0.00009391605,0.0002008746,0.0003519799,0.002288663,0.0001085811,0.0004709764,0.06641877],"study_design_scores_gemma":[0.7962916,0.1919395,0.009591361,0.000135899,0.000949843,0.00002745461,0.0000959329,0.0003475042,0.0002929837,0.00005552933,0.0002594005,0.00001306627],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878534,0.00172391,0.0003744124,0.0002205646,0.0001573289,0.008270941,0.0004937823,0.00006037111,0.0008453961],"genre_scores_gemma":[0.97414,0.001977896,0.002712997,0.0004895908,0.0003249255,0.01891648,0.0004938186,0.000009219255,0.0009350689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005876961,"threshold_uncertainty_score":0.01966041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1936614922370583,"score_gpt":0.4922936981935273,"score_spread":0.2986322059564689,"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."}}