{"id":"W4381376853","doi":"10.2337/db23-134-lb","title":"134-LB: Real-World Impact of Intermittently Scanned Continuous Glucose Monitoring on Hemoglobin A1c in People with Type 2 Diabetes in Canada That Use Basal Insulin—A Prospective Chart Review","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Metformin; Diabetes mellitus; Basal (medicine); Insulin; Medical record; Prospective cohort study; Regimen; Internal medicine; Endocrinology; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316367,0.0001788469,0.0003870071,0.003418364,0.001031837,0.001481345,0.0007567314,0.0003220976,0.001043119],"category_scores_gemma":[0.01132609,0.0002386127,0.0005552717,0.008309564,0.0004003683,0.000407395,0.0005629333,0.0003381219,0.0001873483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008886646,"about_ca_system_score_gemma":0.01852651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8166102,"about_ca_topic_score_gemma":0.8602767,"domain_scores_codex":[0.9970789,0.0004385561,0.0006278992,0.0003110822,0.001345542,0.0001980176],"domain_scores_gemma":[0.9734061,0.003477279,0.008068849,0.000856219,0.01291943,0.001272091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885786,0.00004879959,0.9750249,0.001010923,0.0001448893,0.0002842477,0.0008594029,0.00006003075,0.0002254328,0.00003605793,0.003144682,0.01897209],"study_design_scores_gemma":[0.00001278546,0.00004564367,0.996558,0.0002438027,0.00007128506,0.0001423827,0.0004677279,0.00007925364,0.00008797477,0.000003177409,0.002280601,0.000007385373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238366,0.01356142,0.0005235088,0.0007250311,0.00009362448,0.001641684,0.05389055,0.00008035751,0.005647234],"genre_scores_gemma":[0.9760929,0.005954111,0.001401882,0.0003327197,0.00005446158,0.0004376155,0.01461046,0.00001959708,0.00109626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1833898,"threshold_uncertainty_score":0.3689397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169722325123647,"score_gpt":0.265272298544523,"score_spread":0.2483000660321583,"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."}}