{"id":"W1965776430","doi":"10.1089/152091503765691839","title":"Serum 1,5-Anhydroglucitol (GlycoMark™): A Short-Term Glycemic Marker","year":2003,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; McGill University","keywords":"Glycemic; Medicine; Fructosamine; Internal medicine; Diabetes mellitus; Renal glucose reabsorption; Endocrinology; Glycated hemoglobin; Urinary system; Type 2 diabetes","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003945553,0.0003865075,0.000562026,0.0007771369,0.0001728999,0.00005066322,0.0004461097,0.0005526022,0.0003884475],"category_scores_gemma":[0.00005096316,0.000333266,0.0002029748,0.001131243,0.0005550918,0.0001008277,0.0001744012,0.0007822679,0.0002681762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056186,"about_ca_system_score_gemma":0.00008122395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.390165e-7,"about_ca_topic_score_gemma":0.000001320752,"domain_scores_codex":[0.9973111,0.00008062968,0.0004042913,0.0005820876,0.0004355166,0.001186405],"domain_scores_gemma":[0.9984478,0.00009133445,0.00007305984,0.001090565,0.0001447706,0.0001524244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001038204,0.0004739512,0.8215141,0.0001494165,0.001197963,0.00006575558,0.00003756823,6.860337e-7,0.03771674,0.003370799,0.0004815578,0.1348876],"study_design_scores_gemma":[0.008102837,0.003391325,0.08414647,0.0004815257,0.002127434,0.00004966408,0.0005715047,0.002211005,0.2129488,0.01391939,0.6702262,0.001823907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719595,0.002638148,0.00005173426,0.003283087,0.0002904179,0.0008544899,0.000007515623,0.0006942575,0.02022081],"genre_scores_gemma":[0.9928126,0.0002745046,0.0008965681,0.001893314,0.00005975808,0.0001218364,0.00002222685,0.000096007,0.003823171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7373677,"threshold_uncertainty_score":0.999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082238942872904,"score_gpt":0.2918613119732171,"score_spread":0.271038922544488,"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."}}