{"id":"W4388265322","doi":"10.1016/j.jcjd.2023.10.126","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 Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Glycemic; Meta-analysis; Randomized controlled trial; Diabetes mellitus; Systematic review; 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":[0.01344258,0.002931567,0.02096191,0.003377149,0.0007777865,0.003298225,0.002711675,0.003464614,0.006477637],"category_scores_gemma":[0.03503408,0.001802041,0.03401108,0.004292528,0.0013063,0.002913979,0.001723511,0.003859541,0.0004187422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002515384,"about_ca_system_score_gemma":0.003199495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008767457,"about_ca_topic_score_gemma":0.01921919,"domain_scores_codex":[0.9899582,0.005032721,0.002778764,0.001022184,0.0008634778,0.0003446473],"domain_scores_gemma":[0.9802049,0.01505984,0.003156593,0.0005724077,0.0007271623,0.0002791033],"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":[0.01009235,0.0001084341,0.00181689,0.4544649,0.5105863,0.00007665859,0.000132083,0.0003024051,0.0001987227,0.0001427109,0.0006126607,0.02146578],"study_design_scores_gemma":[0.005954128,0.000704263,0.002624096,0.03482934,0.9537875,0.00005677628,0.00007138783,0.0001636517,0.0001028616,0.0002917434,0.001378653,0.00003558955],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00547838,0.9929672,0.0003697178,0.000175318,0.0002304272,0.0003430101,0.0002171942,0.00002185078,0.0001967528],"genre_scores_gemma":[0.1336778,0.8609172,0.002449225,0.00120773,0.0003821929,0.0006298913,0.0003928697,0.0000340477,0.0003090698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02096191,"threshold_uncertainty_score":0.07109201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499978679569613,"score_gpt":0.3282663252070062,"score_spread":0.27326653841131,"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."}}