{"id":"W3048835059","doi":"10.2196/19153","title":"Effect of Voluntary Participation on Mobile Health Care in Diabetes Management: Randomized Controlled Open-Label Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Glycemic; mHealth; Glycated hemoglobin; Randomized controlled trial; Physical therapy; Body mass index; Diabetes management; Self-management; Quality of life (healthcare); Type 2 diabetes; Psychological intervention; Internal medicine; 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":[0.004032181,0.002190072,0.005551536,0.0008522901,0.001038414,0.001475913,0.001345859,0.00394768,0.009826751],"category_scores_gemma":[0.005043844,0.001041104,0.002843069,0.0007808886,0.002046552,0.001939691,0.001061683,0.002866991,0.001080584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009603808,"about_ca_system_score_gemma":0.001971558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026484,"about_ca_topic_score_gemma":0.001631762,"domain_scores_codex":[0.996911,0.001697654,0.0002912277,0.0004877443,0.0002265541,0.0003858537],"domain_scores_gemma":[0.9969202,0.001059345,0.0007305809,0.0002843243,0.0002711657,0.0007343544],"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":[0.9756728,0.01358184,0.0002231693,0.0009094186,0.0005247829,0.00001697102,0.00003966639,0.0000811269,0.0004021072,0.00006844462,0.0002832085,0.008196515],"study_design_scores_gemma":[0.9673588,0.03143763,0.0004536698,0.00005440417,0.0001850201,0.000004634716,0.00001344392,0.0001251924,0.00009925189,0.00007105617,0.0001900437,0.000006780921],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183829,0.007307794,0.002261524,0.001431083,0.003232576,0.06176021,0.001863582,0.0004542894,0.003305932],"genre_scores_gemma":[0.8822439,0.002870703,0.006342422,0.001629843,0.001943796,0.1004256,0.0007152191,0.00004019378,0.003788311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009826751,"threshold_uncertainty_score":0.03287375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05832211044413718,"score_gpt":0.4815887669634711,"score_spread":0.4232666565193339,"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."}}