{"id":"W2956004430","doi":"10.2196/12377","title":"Mobile Messaging Support Versus Usual Care for People With Type 2 Diabetes on Glycemic Control: Protocol for a Multicenter Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Short Message Service; Glycemic; Randomized controlled trial; Psychological intervention; Intervention (counseling); Type 2 diabetes; mHealth; Family medicine; Health care; Diabetes mellitus; Nursing; Surgery; 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":[0.02874037,0.007065963,0.01533498,0.002560998,0.003356939,0.005018618,0.004180155,0.007102496,0.0660866],"category_scores_gemma":[0.02729992,0.002838031,0.008111136,0.003917208,0.0031697,0.003563315,0.002887577,0.009438719,0.009242003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005976212,"about_ca_system_score_gemma":0.01303158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895874,"about_ca_topic_score_gemma":0.005848552,"domain_scores_codex":[0.9786143,0.01298592,0.002528459,0.001639236,0.001950866,0.00228117],"domain_scores_gemma":[0.9889059,0.003030645,0.002747566,0.001178362,0.002627981,0.001509545],"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":[0.9450582,0.008091459,0.0004675333,0.01659735,0.003536373,0.0001047504,0.0002324207,0.0009345882,0.0007882243,0.001582659,0.007258201,0.01534812],"study_design_scores_gemma":[0.9732503,0.0127728,0.0007347448,0.001753232,0.001147638,0.00001950339,0.00008054573,0.0009271407,0.0002683716,0.0008600337,0.008141975,0.00004368729],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002435295,0.0003882524,0.0008881823,0.0001919151,0.0003311748,0.9940316,0.0009814875,0.0001038038,0.0006482396],"genre_scores_gemma":[0.001959758,0.0001522722,0.001252873,0.0001131661,0.0000379259,0.995978,0.00012381,0.000006087474,0.0003760145],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0660866,"threshold_uncertainty_score":0.2210817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306919229071217,"score_gpt":0.5871379911679748,"score_spread":0.4564460682608531,"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."}}