{"id":"W4295419496","doi":"10.1111/dom.14872","title":"Ethnicity and risks of severe <scp>COVID</scp> ‐19 outcomes associated with glucose‐lowering medications: A cohort study","year":2022,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"NIHR Leicester Biomedical Research Centre; Medical Research Council; University of Oxford; National Institute for Health and Care Research; UK Research and Innovation; Public Health England; Department of Health and Social Care; Cancer Research UK; Wellcome Trust","keywords":"Medicine; Metformin; Pandemic; Diabetes mellitus; Ethnic group; Cohort; Cohort study; Type 2 diabetes; Population; Internal medicine; Observational study; Insulin; Coronavirus disease 2019 (COVID-19); Disease; Endocrinology; Environmental health; Infectious disease (medical specialty)","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":[0.001318967,0.000672094,0.000585557,0.0008720218,0.001185904,0.001217654,0.0009668901,0.001146098,0.003239262],"category_scores_gemma":[0.002438086,0.0008935614,0.001688397,0.0014813,0.0004711139,0.0009201597,0.001557032,0.001496639,0.0008456515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006489992,"about_ca_system_score_gemma":0.0006776968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02182414,"about_ca_topic_score_gemma":0.01919812,"domain_scores_codex":[0.9989026,0.000231887,0.0001288535,0.0003340654,0.0001674481,0.0002351775],"domain_scores_gemma":[0.9974043,0.0002075007,0.0009264819,0.0005496017,0.0002923588,0.0006197286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009881525,0.0002241015,0.9957694,0.00003272338,0.0006156781,0.0001703595,0.000203755,0.0000421685,0.0002567193,0.00005866243,0.0005379849,0.001100366],"study_design_scores_gemma":[0.0001020803,0.0004536943,0.9975957,0.00002853997,0.0001933456,0.0004300709,0.0003014725,0.0002525105,0.0000526576,0.00004855308,0.000520305,0.0000210191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958366,0.0004111986,0.0002177294,0.0000789179,0.00002539372,0.0001060101,0.002699914,0.000008564313,0.0006156634],"genre_scores_gemma":[0.9965636,0.0003526735,0.0003509414,0.0001535026,0.0000581618,0.0001205036,0.001864502,0.00001222063,0.0005237489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02182414,"threshold_uncertainty_score":0.04339427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370162100473147,"score_gpt":0.2798515955079793,"score_spread":0.2561499745032478,"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."}}