{"id":"W3184973978","doi":"10.1177/14791641211021374","title":"The impact of flash glucose monitoring on glycated hemoglobin in type 2 diabetes managed with basal insulin in Canada: A retrospective real-world chart review study","year":2021,"lang":"en","type":"article","venue":"Diabetes and Vascular Disease Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Glycated hemoglobin; Diabetes mellitus; Type 2 diabetes; Basal (medicine); Insulin; Retrospective cohort study; Medical record; Internal medicine; Diabetes management; Hemoglobin; Type 1 diabetes; 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":[0.001107944,0.0002227496,0.0003090806,0.002101083,0.001102544,0.001203315,0.0007186712,0.000275444,0.0007400803],"category_scores_gemma":[0.005730018,0.0002478434,0.0003181575,0.005280335,0.0006158031,0.0003186065,0.0005640569,0.000334249,0.00008169785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01307466,"about_ca_system_score_gemma":0.01786562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.911739,"about_ca_topic_score_gemma":0.9267642,"domain_scores_codex":[0.9979807,0.0002042426,0.0002723511,0.0002732474,0.001006704,0.0002628446],"domain_scores_gemma":[0.990153,0.001030535,0.003669657,0.0003094973,0.004117219,0.0007202083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005061667,0.00001716928,0.9956951,0.00009185499,0.00003479155,0.0002123841,0.0003601034,0.00003605556,0.0001053594,0.00001882372,0.0003602492,0.003017424],"study_design_scores_gemma":[0.000004691107,0.00003435599,0.9980747,0.00004783729,0.00003625848,0.0002814032,0.0005870609,0.0001050371,0.0001081043,0.000003306469,0.0007100918,0.00000716676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920144,0.001905304,0.0001382922,0.0001516325,0.000009797955,0.0001193605,0.004125164,0.0000102063,0.001525928],"genre_scores_gemma":[0.9968128,0.001006901,0.0002364141,0.0001020421,0.000007192885,0.00002950925,0.001620049,0.000003789249,0.0001813072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08826101,"threshold_uncertainty_score":0.1775615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905041679162716,"score_gpt":0.3428670992897862,"score_spread":0.313816682498159,"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."}}