{"id":"W7096500714","doi":"","title":"TITLE: Blood Glucose Monitors and Test Strips: A Review of the Comparative Clinical Evidence and Cost-Effectiveness","year":2011,"lang":"en","type":"article","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glucose test; Glycemic; Blood glucose monitoring; Blood Glucose Self-Monitoring; Diabetes mellitus; Test (biology); Blood test","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":[0.01335461,0.001094368,0.006846728,0.005652892,0.0003613824,0.002601436,0.002514595,0.001605871,0.00788122],"category_scores_gemma":[0.06938584,0.0005430073,0.003046134,0.01085521,0.00112002,0.00152581,0.0006560248,0.001413858,0.0005131217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009429445,"about_ca_system_score_gemma":0.01064496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02688342,"about_ca_topic_score_gemma":0.04630199,"domain_scores_codex":[0.9905487,0.003482143,0.002012031,0.0004869809,0.003243756,0.0002264255],"domain_scores_gemma":[0.9398729,0.04537607,0.007360676,0.0003834059,0.006349135,0.0006578219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008620784,0.0001604425,0.0038884,0.455006,0.01340826,0.0001313169,0.0001003932,0.0006462287,0.0002522656,0.001455954,0.02504956,0.4912805],"study_design_scores_gemma":[0.008929568,0.003208951,0.0505034,0.6772207,0.1144763,0.001482412,0.0005682562,0.0009903484,0.00097738,0.002552514,0.138918,0.0001722123],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005593069,0.9980872,0.00003590835,0.0005891598,0.0001208646,0.00003470592,0.0002133958,0.000002611211,0.0003566578],"genre_scores_gemma":[0.01294758,0.9854217,0.0003468359,0.0006510686,0.0002422719,0.00005387581,0.0002473503,0.000004748146,0.00008450535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02688342,"threshold_uncertainty_score":0.0706268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3364142331409591,"score_gpt":0.4669064972401297,"score_spread":0.1304922640991705,"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."}}