{"id":"W3011993909","doi":"10.1111/dme.14297","title":"Socio‐economic differences in cardiovascular disease risk factor prevalence in people with type 2 diabetes in Scotland: a cross‐sectional study","year":2020,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Cross-sectional study; Risk factor; Diabetes mellitus; Environmental health; Type 2 diabetes; Disease; Demography; Gerontology; Internal medicine; Endocrinology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001158493,0.0003981861,0.001576278,0.0003439634,0.00005508077,0.00003286982,0.0002486617,0.0001177417,0.0003882468],"category_scores_gemma":[0.0009070175,0.0003000424,0.0002444992,0.0006491602,0.0002707357,0.0001423468,0.00007835524,0.0006234705,0.00004876505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362586,"about_ca_system_score_gemma":0.0002924795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007420294,"about_ca_topic_score_gemma":0.002505366,"domain_scores_codex":[0.9964128,0.0004205708,0.0007228445,0.0009583705,0.0008705767,0.0006147993],"domain_scores_gemma":[0.998428,0.0002276907,0.0001254222,0.0006703542,0.00007444566,0.0004740646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003128733,0.0003201934,0.9888079,0.0005151265,0.0005738725,0.0001263702,0.002531612,0.0004762888,0.000009183314,0.000001504684,0.00001385312,0.006311207],"study_design_scores_gemma":[0.009344526,0.001297876,0.985765,0.0005251383,0.0004278661,0.000001573507,0.0005770938,0.001615443,0.00001986675,0.00003362932,0.00007519932,0.0003167702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865213,0.01073932,0.00001094207,0.0003121533,0.0002405523,0.00198084,0.00004394785,0.00005753855,0.00009342456],"genre_scores_gemma":[0.9982354,0.0007134377,0.00002289619,0.0001806936,0.0004660883,0.0002581117,0.00003445755,0.00004982783,0.00003910733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117141,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100209300363587,"score_gpt":0.2501537343867786,"score_spread":0.2291516413831428,"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."}}