{"id":"W2890418948","doi":"10.2196/11267","title":"A Mobile Phone-Based Program to Promote Healthy Behaviors Among Adults With Prediabetes Who Declined Participation in Free Diabetes Prevention Programs: Mixed-Methods Pilot 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":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Patrick and Catherine Weldon Donaghue Medical Research Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Prediabetes; Randomized controlled trial; Medicine; Diabetes mellitus; Mobile phone; mHealth; Gerontology; Physical therapy; Type 2 diabetes; Psychological intervention; Internal medicine; Computer science; Nursing; Endocrinology","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":[0.004579864,0.002518882,0.00379316,0.001145045,0.00127361,0.001489175,0.001775995,0.003734245,0.01284295],"category_scores_gemma":[0.005148518,0.001134316,0.003559643,0.0008828957,0.001355083,0.001676199,0.001214551,0.002776925,0.001224719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116519,"about_ca_system_score_gemma":0.002718491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003319182,"about_ca_topic_score_gemma":0.004196768,"domain_scores_codex":[0.9972075,0.001380322,0.0002764829,0.0005046696,0.0002503763,0.0003807314],"domain_scores_gemma":[0.9978213,0.0007864055,0.0004218943,0.0001959147,0.0002201476,0.0005542185],"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":[0.9159386,0.05555471,0.0009224987,0.00224711,0.00186201,0.00005639403,0.0001616056,0.000212491,0.0009008317,0.0001181376,0.0007834971,0.02124222],"study_design_scores_gemma":[0.9338853,0.06390949,0.001084369,0.00007750269,0.0004676835,0.000008579358,0.00003136592,0.0001699124,0.0001078098,0.00006344834,0.0001865123,0.000008144049],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844929,0.002830084,0.002266545,0.0008567031,0.001255749,0.1029562,0.00266203,0.0004218468,0.002257906],"genre_scores_gemma":[0.783087,0.002250106,0.01057552,0.001803771,0.0007240943,0.1976559,0.001127563,0.00003497025,0.002741022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284295,"threshold_uncertainty_score":0.04296398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04246322592729208,"score_gpt":0.4755514028352115,"score_spread":0.4330881769079194,"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."}}