{"id":"W4385620320","doi":"10.1016/j.puhe.2023.06.041","title":"Socioeconomic disparities in diabetes-concordant comorbidity: national health interview survey, 1997–2018","year":2023,"lang":"en","type":"article","venue":"Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Medicine; National Health Interview Survey; Confidence interval; Demography; Odds ratio; Comorbidity; National Health and Nutrition Examination Survey; Psychological intervention; Population; Cross-sectional study; Odds; Logistic regression; Gerontology; Multinomial logistic regression; Environmental health; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.008557281,0.0002057155,0.0006467182,0.0005008694,0.0001450791,0.0001121456,0.0002070526,0.00004902397,0.0004272545],"category_scores_gemma":[0.0002848054,0.0002085057,0.00009966776,0.0005529251,0.0001418314,0.0002687115,0.0001880759,0.0002829086,0.0005381311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002127927,"about_ca_system_score_gemma":0.00481345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763694,"about_ca_topic_score_gemma":0.006608397,"domain_scores_codex":[0.9966381,0.000720503,0.0007579473,0.0004371393,0.000422144,0.001024204],"domain_scores_gemma":[0.9986148,0.0002753973,0.0002269847,0.0003221006,0.00007407578,0.0004865885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001063852,0.0003980831,0.3856477,0.002960285,0.0001214439,0.00001386836,0.0004379663,0.00000744727,3.837057e-7,0.007819248,0.5532327,0.0493502],"study_design_scores_gemma":[0.001231978,0.0001873211,0.911001,0.0001871364,0.000002928436,0.000002557273,0.000382015,0.001571497,2.655794e-7,0.001032377,0.08424733,0.0001536146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5675523,0.002187941,0.000109156,0.4225698,0.001078052,0.001503493,0.0007449865,0.0005565978,0.003697663],"genre_scores_gemma":[0.9738802,0.002065195,0.00004328909,0.02020966,0.000212237,0.0001396376,0.002798519,0.00003974713,0.0006114931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5253533,"threshold_uncertainty_score":0.8538854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2485829073325279,"score_gpt":0.4088039782676837,"score_spread":0.1602210709351558,"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."}}