{"id":"W4308470510","doi":"10.1016/j.annepidem.2022.08.030","title":"Syndemic association of COVID-19 diagnosis with diabetes across socio-demographic disparities in British Columbia (BC) population, 2020–2021","year":2022,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Syndemic; Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Population; Association (psychology); Diabetes mellitus; Environmental health; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty); Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000393007,0.0002548922,0.0003283125,0.001079767,0.001134723,0.0009497319,0.001062165,0.0006908729,0.005282056],"category_scores_gemma":[0.001928102,0.0002917306,0.0005606597,0.002174495,0.000304919,0.0004640533,0.0009951693,0.001434737,0.0004633359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004294875,"about_ca_system_score_gemma":0.006675391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9395083,"about_ca_topic_score_gemma":0.9716532,"domain_scores_codex":[0.9993856,0.00005646706,0.00007861356,0.0001312668,0.0001153012,0.0002327007],"domain_scores_gemma":[0.9983078,0.00008731925,0.0003465794,0.00006806309,0.0007380133,0.0004522343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001287306,0.00004266488,0.9907217,0.00002541849,0.00007814482,0.00003921278,0.0001426533,0.00008065523,0.00008341741,0.0001171969,0.005230246,0.003309941],"study_design_scores_gemma":[0.000008562296,0.00001195752,0.9977406,0.00003558704,0.00003652607,0.00004622059,0.0007400865,0.0002882735,0.00002468754,0.00003868141,0.001022191,0.000006607601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571571,0.001475094,0.0001894188,0.001731039,0.0001274029,0.00004172434,0.03204508,0.00003993061,0.007193175],"genre_scores_gemma":[0.9877074,0.0006178477,0.0001680006,0.0003438808,0.000037737,0.0000382943,0.007442563,0.00001270664,0.00363141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06049174,"threshold_uncertainty_score":0.1216959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863545980086684,"score_gpt":0.3498742666219136,"score_spread":0.3012388068210468,"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."}}