{"id":"W2127583802","doi":"10.1177/193229680900300404","title":"Influence of Variables on Hemoglobin A1c Values and Nonheterogeneity of Hemoglobin A1c Reference Ranges","year":2009,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Reference range; Medicine; Reference values; Demography; Hemoglobin; National Health and Nutrition Examination Survey; Diabetes mellitus; Gerontology; Environmental health; Internal medicine; Population; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01451451,0.0004142989,0.0006132459,0.001603243,0.0004128859,0.001022824,0.000575637,0.0003679044,0.002688081],"category_scores_gemma":[0.1007986,0.0001863792,0.001377087,0.003198293,0.0006015718,0.0006270422,0.000743631,0.0005960873,0.000296845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097494,"about_ca_system_score_gemma":0.0008579105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007804553,"about_ca_topic_score_gemma":0.004782059,"domain_scores_codex":[0.9772235,0.01454775,0.002483573,0.00214297,0.003120822,0.0004812774],"domain_scores_gemma":[0.7565537,0.2132005,0.01703085,0.006648452,0.00558226,0.0009841137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005266079,0.00002742823,0.9829559,0.0001552953,0.0008759004,0.0001268066,0.00023542,0.0004501074,0.0001705592,0.0001072836,0.0005454331,0.01382319],"study_design_scores_gemma":[0.00001734117,0.0001455144,0.9952306,0.00009954544,0.0007470484,0.0002698717,0.0001570228,0.001087053,0.0004862489,0.0003389915,0.001407292,0.00001337374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763475,0.01034846,0.005595831,0.0009896276,0.000125978,0.0001027061,0.002723956,0.00008768805,0.00367832],"genre_scores_gemma":[0.9971932,0.0005262754,0.001142234,0.0001096949,0.00003736628,0.00002917876,0.000733637,0.00002781128,0.0002007567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451451,"threshold_uncertainty_score":0.07676095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699124968083422,"score_gpt":0.2485535350074145,"score_spread":0.2398544100393311,"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."}}