{"id":"W2934896681","doi":"10.2196/12965","title":"A Mobile Lifestyle Management Program (GlycoLeap) for People With Type 2 Diabetes: Single-Arm Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Coaching; Glycated hemoglobin; mHealth; Mobile phone; Health coaching; Type 2 Diabetes Mellitus; Type 2 diabetes; Self-management; Physical therapy; Health care; Gerontology; Intervention (counseling); Family medicine; Nursing; Diabetes mellitus; Psychology; Computer science","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":[0.01158013,0.001692433,0.001842291,0.001148481,0.001545785,0.001093876,0.001309636,0.002134332,0.004924403],"category_scores_gemma":[0.006931019,0.001041478,0.00239095,0.0005982162,0.001286143,0.002390321,0.001898349,0.002008371,0.001232294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187755,"about_ca_system_score_gemma":0.005238593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141308,"about_ca_topic_score_gemma":0.004592388,"domain_scores_codex":[0.9951852,0.002865772,0.0004009332,0.0003848017,0.0005433891,0.0006198509],"domain_scores_gemma":[0.9957103,0.001432663,0.0005509823,0.0004066965,0.0006880537,0.00121126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1345194,0.6818631,0.07311741,0.003149472,0.001461408,0.000919656,0.003768824,0.0009283268,0.006151374,0.0003955892,0.002335617,0.09138983],"study_design_scores_gemma":[0.1160723,0.7953044,0.08093987,0.0002475718,0.0007085536,0.0002295069,0.001906293,0.001155543,0.000972581,0.0002863516,0.002079498,0.00009748026],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509071,0.0001486606,0.001052145,0.0003170152,0.00006581653,0.0459022,0.0006311326,0.00004251401,0.000933444],"genre_scores_gemma":[0.880137,0.0005583901,0.009107063,0.001186639,0.0001537991,0.1063948,0.001039953,0.00002077954,0.001401606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158013,"threshold_uncertainty_score":0.06124228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458502170690371,"score_gpt":0.4481635215494236,"score_spread":0.3835784998425198,"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."}}