{"id":"W4312093562","doi":"10.1111/dom.14949","title":"<scp>IMpact</scp> of flash glucose Monitoring in <scp>pEople</scp> with type 2 Diabetes Inadequately controlled with non‐insulin Antihyperglycaemic <scp>ThErapy</scp> ( <scp>IMMEDIATE</scp> ): A randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"Abbott Diabetes Care","keywords":"Medicine; Randomized controlled trial; Type 2 diabetes; Diabetes mellitus; Insulin; Internal medicine; Blood Glucose Self-Monitoring; Diabetes management; Endocrinology; Glycemic; Continuous glucose monitoring","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":[0.001692869,0.0008703641,0.00168815,0.0003114532,0.0003681543,0.0008030969,0.0006248769,0.001615613,0.007191057],"category_scores_gemma":[0.002431164,0.0003717822,0.002391872,0.0003951947,0.0006594817,0.0005053498,0.0003784965,0.001951656,0.0004515589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053,"about_ca_system_score_gemma":0.0009855879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502304,"about_ca_topic_score_gemma":0.002619433,"domain_scores_codex":[0.9991546,0.0004413709,0.0000903329,0.0001292987,0.0000909814,0.00009350351],"domain_scores_gemma":[0.9983225,0.000628558,0.0005185233,0.00007861611,0.00009952898,0.0003522008],"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":[0.9708692,0.00427505,0.002090807,0.001489083,0.001494076,0.00002902383,0.00003065498,0.000179515,0.0005694567,0.00006495747,0.0005656478,0.01834266],"study_design_scores_gemma":[0.9309259,0.06033587,0.006211166,0.000144227,0.001392303,0.00002863213,0.00002477789,0.0002781219,0.0002240492,0.00007135824,0.0003536983,0.000009851096],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875469,0.005382151,0.0002740918,0.0007076701,0.0004076996,0.002757021,0.0008539127,0.00005467061,0.002015959],"genre_scores_gemma":[0.991028,0.002643075,0.0008922747,0.0007447617,0.0004914862,0.002451839,0.0006408865,0.000006435627,0.001101214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007191057,"threshold_uncertainty_score":0.02405649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041067646541528,"score_gpt":0.2465275876684618,"score_spread":0.2361169112030465,"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."}}