{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006731742,0.00126094,0.000822024,0.002057525,0.0003514942,0.002825399,0.001068252,0.0009329999,0.0006628661],"category_scores_gemma":[0.02731084,0.0003476559,0.0007646453,0.001165104,0.0009903433,0.001849843,0.001413934,0.0007511803,0.0001626381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054289,"about_ca_system_score_gemma":0.0008212963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601739,"about_ca_topic_score_gemma":0.001026469,"domain_scores_codex":[0.9957859,0.002204527,0.0002229502,0.0005835164,0.00102655,0.0001765903],"domain_scores_gemma":[0.9864087,0.006611057,0.00398493,0.001230693,0.001306856,0.0004577253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001631725,0.000496086,0.8167459,0.0002762341,0.0009035622,0.0003309341,0.0004607202,0.06963717,0.009302532,0.004993795,0.001592487,0.09362876],"study_design_scores_gemma":[0.0001034373,0.001985403,0.2360735,0.0001078725,0.0002541498,0.001428665,0.0004137372,0.7434669,0.006519959,0.00785321,0.001650702,0.0001424034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327141,0.002103486,0.1610283,0.0008764935,0.00008133474,0.00009237225,0.0005541202,0.000395455,0.002154299],"genre_scores_gemma":[0.9701121,0.0003051668,0.02889121,0.00009229687,0.00005613908,0.00003465836,0.0002978788,0.00001862087,0.0001919829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006731742,"threshold_uncertainty_score":0.03560132,"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."}}