{"id":"W1910783331","doi":"10.1186/s12939-015-0237-0","title":"The relationship between socioeconomic status/income and prevalence of diabetes and associated conditions: A cross-sectional population-based study in Saskatchewan, Canada","year":2015,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Socioeconomic status; Overweight; Medicine; Cross-sectional study; Type 2 diabetes; Demography; Population; Diabetes mellitus; Obesity; Gerontology; Environmental health; Public health; Multivariate analysis; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005175432,0.00006705416,0.0001675258,0.0001101115,0.000557733,0.0001386478,0.0001752062,0.00005299577,0.000008590745],"category_scores_gemma":[0.002920254,0.00006165382,0.00002497715,0.00007096497,0.00009389904,0.0002211071,0.00003652664,0.0002240654,1.394141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823592,"about_ca_system_score_gemma":0.005135503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5848318,"about_ca_topic_score_gemma":0.9665025,"domain_scores_codex":[0.997946,0.0003911369,0.000739033,0.0001190208,0.0004663054,0.0003384612],"domain_scores_gemma":[0.9949082,0.00415787,0.0004197531,0.00004500161,0.000246517,0.0002226667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001678962,0.00003046783,0.9958659,0.00005262259,0.00001317018,3.388928e-7,0.001911108,0.0001733035,1.125301e-8,0.001695235,0.00003916632,0.000201829],"study_design_scores_gemma":[0.001133067,0.00006211745,0.9760574,0.00008027358,0.000002316069,2.114307e-7,0.005740453,0.0001150406,6.043297e-8,0.01668339,0.00007298269,0.00005267414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940143,0.0002632476,0.000007714528,0.004316151,0.0006608389,0.0004227961,0.0002945071,0.000004494002,0.00001596553],"genre_scores_gemma":[0.9993954,0.00003079287,0.00002920317,0.0002830951,0.0001154394,0.0000251981,0.00002190057,0.00000480772,0.000094139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3816706,"threshold_uncertainty_score":0.9110162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242696363656295,"score_gpt":0.4771638304657684,"score_spread":0.3528941941001389,"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."}}