{"id":"W4200059660","doi":"10.1016/j.pcd.2021.12.002","title":"Risk of mortality in COVID-19 patients with newly diagnosed and pre-existing diabetes","year":2021,"lang":"en","type":"letter","venue":"Primary care diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Diabetes mellitus; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Pneumonia; Pandemic; Coronavirus Infections; Internal medicine; Intensive care medicine; Emergency medicine; Virology; Disease; Outbreak; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003450476,0.0004377806,0.001015675,0.000409458,0.00008166514,0.00007174516,0.0001945681,0.0003014378,0.00006681746],"category_scores_gemma":[0.001689087,0.000378606,0.0001425497,0.0003876471,0.0002653444,0.0001560239,0.0002895909,0.001096969,0.000002316726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896479,"about_ca_system_score_gemma":0.000616444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002327404,"about_ca_topic_score_gemma":0.00006397503,"domain_scores_codex":[0.9964628,0.0003388228,0.0005460762,0.0007687518,0.001125807,0.0007577021],"domain_scores_gemma":[0.9969782,0.001281311,0.000356597,0.0005721799,0.000521435,0.0002902478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003107697,0.0001402785,0.9381559,0.0162284,0.0005204007,0.0001602924,0.0002984021,0.0000306958,0.00002164791,0.00000181533,0.03790937,0.006501739],"study_design_scores_gemma":[0.003482358,0.0004741777,0.9751508,0.001346018,0.0004684009,1.196978e-7,0.0001025548,0.00002656602,0.00009217214,0.00009424934,0.01839898,0.0003635687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814667,0.004724425,0.000006036154,0.009960587,0.00007875936,0.001549283,0.0009497224,0.00004682547,0.001217722],"genre_scores_gemma":[0.5062988,0.001859776,0.003446472,0.4323692,0.000793774,0.001143769,0.05325234,0.0002707352,0.0005651221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751678,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696595796382382,"score_gpt":0.2778307581980767,"score_spread":0.2608648002342528,"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."}}