{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372299,0.0003415115,0.0004935053,0.0004676511,0.0004862813,0.0007158447,0.0005567507,0.0004497262,0.0006030377],"category_scores_gemma":[0.003031312,0.0002912434,0.0009891032,0.001598571,0.0003174004,0.0003140674,0.0004131958,0.0006730878,0.0000827732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123871,"about_ca_system_score_gemma":0.0011266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1576357,"about_ca_topic_score_gemma":0.1382422,"domain_scores_codex":[0.9986971,0.0002932933,0.0001383884,0.0003003476,0.0004171986,0.0001537736],"domain_scores_gemma":[0.9975471,0.0002275942,0.001467771,0.0002426753,0.0002822645,0.0002325168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005003645,0.00003090315,0.9982857,0.00001717268,0.00023029,0.00001577294,0.00002787632,0.00004374395,0.00006089084,0.00001041003,0.0001160289,0.0006608369],"study_design_scores_gemma":[0.00004626928,0.000124049,0.9991623,0.000007996686,0.0001301839,0.00005143001,0.00004656356,0.0002543326,0.00003479281,0.000009103441,0.0001261996,0.000006620665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980248,0.0003547327,0.0001063688,0.0000329546,0.000007566747,0.00001823738,0.001240089,0.000003048374,0.0002120873],"genre_scores_gemma":[0.9986045,0.0001230201,0.0001457599,0.00004367991,0.00001017709,0.0000168785,0.0009971726,0.000001575948,0.00005737018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423643,"threshold_uncertainty_score":0.3134363,"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."}}