{"id":"W4292478655","doi":"10.1111/dme.14937","title":"Real‐world glycaemic outcomes in adult persons with type 1 diabetes using a real‐time continuous glucose monitor compared to an intermittently scanned glucose monitor: A retrospective observational study from the Canadian LMC diabetes registry (REAL‐CGM‐T1D)","year":2022,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"Insulet Corporation; Dexcom; Gilead Sciences; Novo Nordisk; Sanofi; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Cohort; Internal medicine; Diabetes mellitus; Cohort study; Continuous glucose monitoring; Type 2 diabetes; Type 1 diabetes; Retrospective cohort study; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001496248,0.0006897476,0.001679921,0.00101567,0.0008037988,0.00013544,0.001030531,0.0001152216,0.0006403499],"category_scores_gemma":[0.0008060617,0.00049247,0.0001323214,0.002399934,0.0004527467,0.0002085671,0.0004126598,0.001107674,0.00003076895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172557,"about_ca_system_score_gemma":0.0006525913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1671209,"about_ca_topic_score_gemma":0.1163904,"domain_scores_codex":[0.9935901,0.0007151369,0.0009370182,0.001211251,0.00202446,0.00152208],"domain_scores_gemma":[0.9959333,0.0005531368,0.0003619676,0.001479517,0.00065298,0.001019123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004832584,0.0008989475,0.9813239,0.00005847217,0.0007468906,0.0002100603,0.004678016,0.00007443455,0.006566524,0.00003096758,0.004066659,0.0008618517],"study_design_scores_gemma":[0.006253311,0.003520769,0.9673391,0.0006791844,0.0006502161,0.000001092985,0.01357253,0.006789638,0.0003349328,0.00006956459,0.0002407182,0.0005489203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858359,0.0002218575,4.649015e-7,0.007661438,0.0006236615,0.003716216,0.0002708379,0.0001573928,0.00151231],"genre_scores_gemma":[0.9935581,0.00002949092,0.0002913205,0.001628293,0.0006380614,0.000587914,0.0007775927,0.000144825,0.002344385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05073054,"threshold_uncertainty_score":0.9997527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450840374159874,"score_gpt":0.3165844319694874,"score_spread":0.2720760282278887,"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."}}