{"id":"W4315436375","doi":"10.1097/xce.0000000000000276","title":"Type 2 diabetes and mortality in females versus males in England: the Salford diabetes cohort","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Endocrinology & Metabolism","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Life expectancy; Demography; Diabetes mellitus; Mortality rate; National Health and Nutrition Examination Survey; Type 2 diabetes; Cohort; Population; Cohort study; Ethnic group; Disease; Gerontology; National Death Index; Environmental health; Internal medicine; Confidence interval; Hazard ratio","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008293525,0.0003083466,0.0006599014,0.001176509,0.0006943316,0.0008642754,0.0005655452,0.0005917966,0.006229189],"category_scores_gemma":[0.002178073,0.0004747891,0.0006135099,0.001952098,0.0002230556,0.001077933,0.00140305,0.0008977705,0.001361704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009286312,"about_ca_system_score_gemma":0.0007007773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09263572,"about_ca_topic_score_gemma":0.1350989,"domain_scores_codex":[0.9993696,0.0001112787,0.0000949007,0.000145477,0.0001109293,0.0001678494],"domain_scores_gemma":[0.9986876,0.0001062141,0.0004538971,0.0001299284,0.0002357581,0.0003865848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004856037,0.00007054866,0.9849963,0.0001722115,0.000166714,0.000337519,0.001251814,0.00003325984,0.0002745356,0.0001112038,0.009130739,0.002969553],"study_design_scores_gemma":[0.00003231669,0.00006885429,0.9963189,0.0001210739,0.00004742899,0.0002255192,0.0008617479,0.00005158935,0.00001822612,0.00003149638,0.002212249,0.00001051762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557657,0.003335399,0.000137281,0.001439626,0.0001347329,0.00008954223,0.0371733,0.00001686042,0.001907565],"genre_scores_gemma":[0.9755774,0.002356425,0.0002379882,0.00079725,0.0001653998,0.0002746887,0.01743544,0.0000203937,0.003134995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09263572,"threshold_uncertainty_score":0.184193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619751343197799,"score_gpt":0.3031441160428482,"score_spread":0.2569466026108702,"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."}}