{"id":"W2007135265","doi":"10.1016/j.clinbiochem.2011.08.1138","title":"Is HbA1c a good screening test for diabetes mellitus?","year":2011,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Diabetes mellitus; Medicine; Predictive value; Internal medicine; Receiver operating characteristic; Glucose tolerance test; Value (mathematics); Gastroenterology; Endocrinology; Mathematics; Statistics; Insulin resistance","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":[0.009844914,0.001187323,0.004147616,0.002113532,0.001213273,0.002306446,0.001158729,0.006283476,0.002446936],"category_scores_gemma":[0.03855012,0.0006924235,0.001550469,0.002499632,0.002491344,0.003078377,0.0004579906,0.004488274,0.001191371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558412,"about_ca_system_score_gemma":0.001913543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003205119,"about_ca_topic_score_gemma":0.004010085,"domain_scores_codex":[0.9965456,0.001335624,0.0005602734,0.0003356293,0.0009343238,0.0002885889],"domain_scores_gemma":[0.9766499,0.0114953,0.002693824,0.001354564,0.005470056,0.002336365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005350532,0.001066297,0.6340314,0.0021504,0.00287333,0.002520265,0.0003262221,0.0006709122,0.002453279,0.003226854,0.08682225,0.2585082],"study_design_scores_gemma":[0.001614745,0.006035255,0.7856417,0.01058912,0.008144945,0.01320942,0.003112705,0.00407671,0.00462477,0.04468377,0.1176052,0.0006614627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1561756,0.2718217,0.006660181,0.516761,0.02843815,0.0001122427,0.001313957,0.0003614867,0.01835569],"genre_scores_gemma":[0.7487327,0.1037365,0.01340691,0.105506,0.02419397,0.0001243299,0.000883224,0.0001024036,0.003313896],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009844914,"threshold_uncertainty_score":0.05206549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07781782665126942,"score_gpt":0.3327085658016413,"score_spread":0.2548907391503719,"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."}}