{"id":"W4413055232","doi":"10.1177/19322968251361031","title":"Does Continuous Glucose Monitoring Use Prompt Greater Engagement in Self-Management? A Randomized Controlled Trial Focusing on Adults With Type 2 Diabetes","year":2025,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Abbott Diabetes Care","keywords":"Glycemic; Self-monitoring; Randomized controlled trial; Medicine; Blood Glucose Self-Monitoring; Type 2 diabetes; Continuous glucose monitoring; Type 1 diabetes; Diabetes mellitus; Diabetes management; Insulin; Self-management; Statistical significance; Internal medicine; Physical therapy; Psychology; Endocrinology; Computer science; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003531984,0.001317291,0.003479401,0.0005323379,0.0007072129,0.001415352,0.0009290945,0.003528926,0.009374019],"category_scores_gemma":[0.007403463,0.0008265573,0.003746022,0.0006864337,0.001273991,0.001311558,0.0007044664,0.003276399,0.0006357727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008093447,"about_ca_system_score_gemma":0.001678488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144508,"about_ca_topic_score_gemma":0.002773642,"domain_scores_codex":[0.9970788,0.001713239,0.0003022983,0.0004512464,0.0001611027,0.0002934324],"domain_scores_gemma":[0.9963828,0.001496465,0.000931107,0.0002413221,0.0001935497,0.0007546773],"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":[0.982621,0.00718134,0.001036281,0.0007918002,0.001409663,0.00001999905,0.00004517058,0.00007401728,0.0003080512,0.00005102785,0.000301208,0.00616043],"study_design_scores_gemma":[0.9562629,0.03993164,0.002066289,0.0000831674,0.001133506,0.000009408103,0.00002330272,0.0001461008,0.0001003059,0.0000609789,0.0001744225,0.000007901712],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808766,0.006949647,0.0005367227,0.001221512,0.001616745,0.006306351,0.0006823075,0.0001054292,0.00170459],"genre_scores_gemma":[0.9829332,0.002551272,0.001640427,0.001444806,0.0008495554,0.008861034,0.0004115063,0.00001434382,0.001293935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009374019,"threshold_uncertainty_score":0.03135926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0085437004700958,"score_gpt":0.2675701535519873,"score_spread":0.2590264530818915,"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."}}