{"id":"W4378072082","doi":"10.1016/j.mcpdig.2023.02.008","title":"Screening for Impaired Glucose Homeostasis: A Novel Metric of Glycemic Control","year":2023,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings Digital Health","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Mitacs; University of Ontario Institute of Technology","keywords":"Prediabetes; Glucose homeostasis; Glycemic; Medicine; Glycated hemoglobin; Internal medicine; Impaired glucose tolerance; Type 2 diabetes; Endocrinology; Diabetes mellitus; Blood sugar regulation; Glucose tolerance test; Homeostasis; Impaired fasting glucose; Insulin resistance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015741,0.000209641,0.0007619759,0.0009246093,0.0001170854,0.00009702705,0.0002338976,0.0001041428,0.00002335056],"category_scores_gemma":[0.001637719,0.0001792799,0.00029558,0.002101743,0.0001151049,0.000335441,0.0001404346,0.0002325234,0.00008375727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009787305,"about_ca_system_score_gemma":0.000258121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009768297,"about_ca_topic_score_gemma":5.601025e-7,"domain_scores_codex":[0.9971935,0.000004639398,0.0008454411,0.0004550336,0.0006041726,0.0008972407],"domain_scores_gemma":[0.9983011,0.0004327127,0.0003751589,0.0001646567,0.0003431804,0.0003831549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007006192,0.001254681,0.03528739,0.008999373,0.0006721378,0.000006780054,0.0004929234,0.000002533054,0.0002743785,0.0007418443,0.0486063,0.8966554],"study_design_scores_gemma":[0.2177234,0.08898176,0.3312023,0.0107758,0.001331398,0.00005981712,0.02177516,0.08973428,0.001931533,0.008026354,0.2250418,0.003416425],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705119,0.002190025,0.002786777,0.009673703,0.0003902469,0.006012567,0.0005600146,0.0008283315,0.007046423],"genre_scores_gemma":[0.9944953,0.00020803,0.0005517738,0.0007650738,0.0001919156,0.00009756644,0.0001226994,0.00005983718,0.003507806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.893239,"threshold_uncertainty_score":0.7310821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0855893332428475,"score_gpt":0.3838646106798483,"score_spread":0.2982752774370008,"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."}}