{"id":"W3033302379","doi":"10.2196/17534","title":"User Engagement Among Diverse Adults in a 12-Month Text Message–Delivered Diabetes Support Intervention: Results from a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Vanderbilt University","keywords":"Randomized controlled trial; Text message; Text messaging; Intervention (counseling); Medicine; Diabetes mellitus; Psychology; Computer science; World Wide Web; Nursing; Internal medicine; Computer network","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":[0.009751692,0.001492879,0.004514258,0.0008264052,0.0009979075,0.001708475,0.001118023,0.003379929,0.007091666],"category_scores_gemma":[0.0194753,0.0006342037,0.004636548,0.001007889,0.001366507,0.001749525,0.001104448,0.002437151,0.0006134844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106636,"about_ca_system_score_gemma":0.002023667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147722,"about_ca_topic_score_gemma":0.002186511,"domain_scores_codex":[0.9903198,0.006227005,0.001293453,0.0009820441,0.0006261651,0.0005515419],"domain_scores_gemma":[0.9929016,0.003876205,0.00136593,0.0004671744,0.0005671165,0.000821953],"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":[0.9402933,0.01656303,0.001788024,0.003893479,0.005611599,0.00004996026,0.0003393212,0.0001333399,0.0005907096,0.00009885502,0.0005802299,0.03005821],"study_design_scores_gemma":[0.9288576,0.06170145,0.00411687,0.000452635,0.003700571,0.00001790447,0.0001243765,0.0002310944,0.0001892976,0.0001469549,0.0004390031,0.00002214415],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602513,0.01140529,0.001553272,0.001025016,0.00115407,0.02148008,0.001139579,0.0001913162,0.001800142],"genre_scores_gemma":[0.9447219,0.004398997,0.003663396,0.001197314,0.0006996871,0.043364,0.0006601621,0.00003358097,0.001260851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009751692,"threshold_uncertainty_score":0.0515725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06332524059255594,"score_gpt":0.4045966914406571,"score_spread":0.3412714508481012,"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."}}