{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00778561,0.001686128,0.009281242,0.002333081,0.0006979667,0.0003881076,0.00108442,0.0005833727,0.00003884064],"category_scores_gemma":[0.0105245,0.001172522,0.001325908,0.003366963,0.0008884828,0.000747908,0.0006614822,0.002132928,0.00004378438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078726,"about_ca_system_score_gemma":0.00081558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806395,"about_ca_topic_score_gemma":0.00004647972,"domain_scores_codex":[0.9875732,0.00240371,0.002385983,0.001697289,0.002823643,0.003116161],"domain_scores_gemma":[0.9795024,0.01551015,0.001643665,0.001276365,0.0009404264,0.00112694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2499041,0.01652788,0.6053614,0.002772203,0.02617643,0.0005666323,0.01875715,0.001818516,0.05691468,0.000444595,0.01289036,0.007865994],"study_design_scores_gemma":[0.8962404,0.004522332,0.0648807,0.0004136915,0.003146609,0.000005180371,0.00330337,0.002070224,0.01445757,0.0002585013,0.01049132,0.0002100685],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456595,0.03666893,0.000009451212,0.00007655666,0.001331169,0.01410155,0.0003586355,0.0002391704,0.001555062],"genre_scores_gemma":[0.9833112,0.00674896,0.0002506427,0.0003059573,0.001005771,0.003371491,0.0006978111,0.0002585141,0.004049616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6463363,"threshold_uncertainty_score":0.9995885,"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."}}