{"id":"W4294243578","doi":"10.23889/ijpds.v7i3.1938","title":"Disparities in adherence to diabetes screening guidelines among males and females in a universal care setting: A population-based study of 1,389,697 adults.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Odds ratio; Diabetes mellitus; Prediabetes; Population; Demography; Logistic regression; Confidence interval; Type 2 diabetes; Internal medicine; Environmental health; 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":[0.001069718,0.0003195973,0.0004016996,0.0009159828,0.0009825269,0.0007650811,0.0006443657,0.0006422244,0.001440319],"category_scores_gemma":[0.002103941,0.0006214302,0.0006077538,0.001583476,0.0004270876,0.0009974388,0.001083517,0.0009474962,0.0003042978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899728,"about_ca_system_score_gemma":0.0007271306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03926955,"about_ca_topic_score_gemma":0.05594764,"domain_scores_codex":[0.9987411,0.0002774968,0.0001527494,0.0003063422,0.0002799647,0.0002424214],"domain_scores_gemma":[0.9988149,0.0001348047,0.0005786976,0.00008874988,0.0001253074,0.0002576303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003136908,0.0001120965,0.9984356,0.00001056934,0.00004260848,0.00003448427,0.0003060957,0.000009236338,0.00005561488,0.00001812892,0.0001561624,0.0007880701],"study_design_scores_gemma":[0.00001282028,0.00007476198,0.9989206,0.00001368613,0.00002214922,0.00007929287,0.0005884392,0.00009155845,0.00001761285,0.00001490123,0.0001600837,0.000004138329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985948,0.0001857052,0.00006419703,0.00008183846,0.00000586459,0.00003077324,0.0007061634,0.000002776531,0.0003279575],"genre_scores_gemma":[0.9990836,0.0001152169,0.00008029668,0.0001272712,0.00000986916,0.00003356735,0.0004022282,0.000001638421,0.0001462178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03926955,"threshold_uncertainty_score":0.07808197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0906646926463351,"score_gpt":0.3974549507913266,"score_spread":0.3067902581449915,"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."}}