{"id":"W4385244272","doi":"10.2196/43687","title":"Patterns and Trends in Mortality Associated With and Due to Diabetes Mellitus in a Transitioning Region With 3.17 Million People: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Years of potential life lost; Demography; Epidemiology; Mortality rate; Diabetes mellitus; Observational study; Population; Environmental health; Gerontology; Life expectancy; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008272341,0.0004177064,0.0005445968,0.0009550742,0.0006958639,0.0005641817,0.0005965491,0.0004620829,0.000874779],"category_scores_gemma":[0.001011081,0.0004501128,0.00105202,0.002193902,0.0003042786,0.0005155752,0.0007631879,0.0008689757,0.0002482334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000711492,"about_ca_system_score_gemma":0.0009574728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0426397,"about_ca_topic_score_gemma":0.03456994,"domain_scores_codex":[0.999498,0.0001184379,0.00005958481,0.0001562186,0.00007257832,0.00009518638],"domain_scores_gemma":[0.9988617,0.0001047287,0.0004141676,0.000143951,0.0001693588,0.0003062094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007772174,0.0000438012,0.9992424,0.000007998127,0.00006891829,0.00004920946,0.00008967952,0.00002377241,0.00006265962,0.000005104897,0.000100025,0.0002287162],"study_design_scores_gemma":[0.00001579036,0.00008954667,0.9990207,0.000005012099,0.00005452288,0.0001121482,0.0003375682,0.0002051251,0.000021773,0.000007346429,0.0001260921,0.000004338322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984388,0.00008477404,0.00008184596,0.00001696086,0.000003214156,0.00001323672,0.001281266,0.000003639213,0.00007632594],"genre_scores_gemma":[0.997579,0.00008199117,0.0001456545,0.00003289954,0.000008290304,0.00003490505,0.002021712,0.000002500183,0.00009300168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0426397,"threshold_uncertainty_score":0.08478302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632997745655505,"score_gpt":0.3129408776702327,"score_spread":0.2496411031046822,"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."}}