{"id":"W3193379342","doi":"10.1016/j.jcjd.2021.08.007","title":"Income Inequalities and Risk of Early Rehospitalization for Diabetes, Hypertension and Congestive Heart Failure in the Canadian Working-Age Population","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Saint John Regional Hospital; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; Diabetes Canada; Fondation de la recherche en santé du Nouveau-Brunswick; Dalhousie Medical Research Foundation; Dalhousie University; University of New Brunswick; Canadian Diabetes Association","keywords":"Medicine; Heart failure; Diabetes mellitus; Inequality; Internal medicine; Cardiology; Population; Working population; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009626516,0.00008042275,0.0003430153,0.0003407931,0.000151953,0.000089892,0.00006084621,0.0001086827,0.00000478531],"category_scores_gemma":[0.0004539871,0.00006466129,0.00004422616,0.0001874621,0.00005440546,0.0001492284,0.000004732406,0.0001363784,4.22708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292951,"about_ca_system_score_gemma":0.0002526299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3160029,"about_ca_topic_score_gemma":0.8750967,"domain_scores_codex":[0.9990429,0.00005924966,0.0005145596,0.0001136082,0.00003072459,0.0002389626],"domain_scores_gemma":[0.999161,0.0000775973,0.0003127727,0.00009104431,0.0001191079,0.0002384927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.73686e-7,0.000002235575,0.9953439,0.00005679317,0.00002177027,0.000002624273,0.0008295653,0.0000117485,0.000001995298,0.00318477,0.00005027085,0.0004938125],"study_design_scores_gemma":[0.000259304,0.0001158738,0.9898818,0.0001782904,0.000005771004,0.000002368485,0.0004018895,0.000107876,0.000007248206,0.006516363,0.00244071,0.00008255777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935551,0.004213594,0.000003707182,0.001669384,0.0001995086,0.0001554473,0.0001619261,9.379482e-7,0.00004040265],"genre_scores_gemma":[0.9994966,0.00004783847,0.0001397546,0.0001972496,0.00007343859,0.000004487204,0.0000161735,0.00001043078,0.00001407195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5590938,"threshold_uncertainty_score":0.6885519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842010941298611,"score_gpt":0.2092592626027171,"score_spread":0.180839153189731,"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."}}