{"id":"W4387338192","doi":"10.1016/j.cjca.2023.06.131","title":"DOES TEXTING IMPROVE GLYCEMIC CONTROL IN DIABETES? A SYSTEMATIC REVIEW AND META-ANALYSIS OF RANDOMIZED CONTROLLED TRIALS","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Glycemic; Diabetes mellitus; Meta-analysis; Randomized controlled trial; Intensive care medicine; Type 2 diabetes; Adverse effect; MEDLINE; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01272217,0.003053723,0.02113815,0.003232864,0.0008248145,0.003369068,0.002572798,0.003487467,0.006452625],"category_scores_gemma":[0.03121405,0.001807519,0.03675899,0.004081095,0.001299397,0.002751885,0.001730605,0.003939277,0.0004322318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373018,"about_ca_system_score_gemma":0.002965326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007571804,"about_ca_topic_score_gemma":0.0174075,"domain_scores_codex":[0.9914721,0.003924094,0.002542079,0.0009580042,0.0007831752,0.0003206076],"domain_scores_gemma":[0.9828408,0.01276943,0.002928647,0.0005476841,0.0006619844,0.0002515503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0107442,0.0001126186,0.001799264,0.4023117,0.5639269,0.00006866298,0.0001129867,0.0002672666,0.000219061,0.0001201667,0.0005478408,0.01976937],"study_design_scores_gemma":[0.006280705,0.0006741866,0.002506917,0.02674081,0.9619496,0.00005038772,0.0000616633,0.0001388046,0.0001029857,0.0002411896,0.001220546,0.00003218432],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006010477,0.9923363,0.0004232233,0.0001666855,0.0002388664,0.0003596735,0.0002351126,0.00002491854,0.0002047619],"genre_scores_gemma":[0.1425646,0.8514646,0.002616139,0.001319763,0.0004143986,0.0007575119,0.0004497643,0.0000373874,0.0003757266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02113815,"threshold_uncertainty_score":0.06728214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334127671717312,"score_gpt":0.4631047735232934,"score_spread":0.3296920063515622,"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."}}