{"id":"W3175545062","doi":"10.2337/db21-71-lb","title":"71-LB: Meta-analysis of Two Real-World Chart Review Studies to Determine the Effectiveness of FreeStyle Libre Flash Glucose Monitoring System on HbA1c in Adults with Type 2 Diabetes Managed with Basal Insulin","year":2021,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Regimen; Diabetes mellitus; Population; Type 2 diabetes; Basal (medicine); Medical record; Internal medicine; Endocrinology","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02253429,0.002983887,0.01459438,0.005620495,0.0009966941,0.004602443,0.002035948,0.002526398,0.003554832],"category_scores_gemma":[0.0515867,0.00193889,0.05448513,0.007489394,0.0009583616,0.002108442,0.00164913,0.002242646,0.0005042372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002648284,"about_ca_system_score_gemma":0.002432318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028009,"about_ca_topic_score_gemma":0.02039951,"domain_scores_codex":[0.9767479,0.0136757,0.004972315,0.002305062,0.0018108,0.0004881993],"domain_scores_gemma":[0.9617807,0.02630727,0.006884196,0.001964778,0.002469283,0.000593772],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006654605,0.00002872464,0.00760621,0.03859748,0.9434512,0.00007059205,0.00004522361,0.0003075129,0.0001533289,0.00003290006,0.0003224589,0.002729764],"study_design_scores_gemma":[0.002003461,0.0002389621,0.005650447,0.001951265,0.9892456,0.00006435608,0.00002417375,0.0001445626,0.00006679967,0.00005489438,0.0005362001,0.00001925183],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07334704,0.9164282,0.002355181,0.0006014904,0.0007130397,0.001262891,0.003925371,0.0001730201,0.001193744],"genre_scores_gemma":[0.839123,0.1489184,0.004121126,0.00161932,0.0005004159,0.001785571,0.003046867,0.0001121999,0.000772923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9854056,"threshold_uncertainty_score":0.1191742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013330655135369,"score_gpt":0.3323261947844006,"score_spread":0.2821928882330469,"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."}}