{"id":"W3003081363","doi":"10.2196/16266","title":"Effect of a Mobile Phone–Based Glucose-Monitoring and Feedback System for Type 2 Diabetes Management in Multiple Primary Care Clinic Settings: Cluster 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":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Diabetes management; Type 2 Diabetes Mellitus; Diabetes mellitus; Cluster randomised controlled trial; Type 2 diabetes; Outpatient clinic; Telemedicine; Mobile phone; Short Message Service; mHealth; Intervention (counseling); Physical therapy; Psychological intervention; Health care; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006497792,0.0004354724,0.003256218,0.0002664312,0.0008030934,0.00001443298,0.0001805675,0.0003896931,0.00001270357],"category_scores_gemma":[0.0006214689,0.0003430942,0.0002193847,0.0004415188,0.0001269769,0.00008211334,0.0001037537,0.0007301953,0.00001889998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004229548,"about_ca_system_score_gemma":0.001273671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009296455,"about_ca_topic_score_gemma":0.00001628864,"domain_scores_codex":[0.9915558,0.00299575,0.00301387,0.00080936,0.0003432185,0.001281999],"domain_scores_gemma":[0.9867951,0.009953393,0.001521465,0.0003853204,0.0002311149,0.001113612],"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":[0.8325592,0.0001125437,0.00642658,0.1413264,0.00004852021,0.000001004703,0.001810017,0.00001067567,0.00001444016,0.00004884608,0.0006297333,0.01701213],"study_design_scores_gemma":[0.9851856,0.002897972,0.001551,0.001636383,0.0003324694,2.646591e-7,0.002343156,0.002634696,0.00003357396,0.000007879931,0.003134715,0.000242299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90036,0.01029849,0.0000854395,0.001238345,0.001123901,0.08618446,0.00008945,0.0001590348,0.0004609147],"genre_scores_gemma":[0.8971989,0.00252085,0.001155315,0.002508163,0.000642261,0.09573009,0.0001411515,0.00006721826,0.00003610777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526264,"threshold_uncertainty_score":0.9999021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172531254160057,"score_gpt":0.4191657275316593,"score_spread":0.3774404149900587,"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."}}