{"id":"W3127939159","doi":"10.2337/dc20-1824","title":"Association Between DPP-4 Inhibitors and COVID-19–Related Outcomes Among Patients With Type 2 Diabetes","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Cohort; Type 2 diabetes; Metformin; Internal medicine; Case fatality rate; Population; Cohort study; Disease; Dipeptidyl peptidase-4; Endocrinology; Epidemiology; Environmental health","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":[0.0005929145,0.0003909065,0.0005390738,0.0006458178,0.0006358018,0.0006649338,0.0004694152,0.0005802067,0.001471524],"category_scores_gemma":[0.001186463,0.0004088409,0.001147241,0.001261149,0.000220339,0.0006692341,0.000543737,0.001680511,0.00018606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000412699,"about_ca_system_score_gemma":0.000476339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006401407,"about_ca_topic_score_gemma":0.008146911,"domain_scores_codex":[0.9995226,0.00006600425,0.00007851687,0.0001360942,0.00006875044,0.0001280392],"domain_scores_gemma":[0.9991835,0.00008098056,0.0003835689,0.00006676785,0.0001119992,0.0001732348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002692917,0.00006591528,0.998239,0.00002765883,0.0001587402,0.00005309332,0.00001816739,0.00003248617,0.00007532501,0.00002025517,0.0001728662,0.0008670861],"study_design_scores_gemma":[0.00004385307,0.0001609671,0.9984938,0.00002106093,0.0002221076,0.0001846741,0.0001051458,0.0002870648,0.0000458432,0.00005272667,0.0003732354,0.00000949123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957802,0.001788792,0.0001245762,0.0001243536,0.00005308832,0.00002668618,0.001436676,0.000004510712,0.0006611996],"genre_scores_gemma":[0.9976447,0.0005302562,0.0001144867,0.0001350636,0.00006508832,0.00003116667,0.001251349,0.00000265507,0.000225122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006401407,"threshold_uncertainty_score":0.01272833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017091817607067,"score_gpt":0.333167873735174,"score_spread":0.316076056128107,"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."}}