{"id":"W4400448301","doi":"10.1111/tid.14333","title":"Risk factors for severe outcomes of coronavirus disease 2019 through the waves of the pandemic: Comparing patients with and without solid organ transplantation","year":2024,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Saskatchewan","funders":"Liver Center, University of California, San Francisco; National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Francisco; Natera; National Center for Advancing Translational Sciences; CSL Behring; Georgia Clinical and Translational Science Alliance; National Institute of General Medical Sciences; Sanofi","keywords":"Medicine; Pandemic; Risk factor; Disease; Intensive care medicine; Cohort; Internal medicine; Cohort study; Adverse effect; Retrospective cohort study; Kidney transplantation; Transplantation; Coronavirus disease 2019 (COVID-19); Emergency medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001719602,0.0002199051,0.0004296971,0.00004856527,0.0002018717,0.00001819884,0.0001108028,0.00004000654,0.0000101932],"category_scores_gemma":[0.0005924445,0.0001015976,0.0002111521,0.0001570844,0.0003856528,0.0001084733,0.0000244013,0.0002314206,9.06935e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148357,"about_ca_system_score_gemma":0.0002353037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004201813,"about_ca_topic_score_gemma":0.0001761348,"domain_scores_codex":[0.9985474,0.00009917165,0.0003647208,0.0002923471,0.0004441212,0.0002522221],"domain_scores_gemma":[0.9967349,0.002558918,0.0001120682,0.0002802256,0.0001228593,0.0001910925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002503287,0.0002906165,0.9908095,0.002767842,0.0005897952,0.000003842373,0.001966683,0.0005195978,0.00002387389,0.0001002555,0.000009769866,0.0004149462],"study_design_scores_gemma":[0.002868838,0.0002629803,0.9920837,0.00067472,0.002585629,8.826297e-7,0.00004486915,0.0007706027,0.00006256808,0.0004361764,0.00007862905,0.0001304359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930544,0.0003651662,0.001504388,0.0002737268,0.0001073587,0.001523024,0.003081187,0.00006645345,0.00002428942],"genre_scores_gemma":[0.9977106,0.001892906,0.00001006209,0.0001058445,0.00002146942,0.00005210623,0.0001266181,0.00002718184,0.00005314582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004656259,"threshold_uncertainty_score":0.4143032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249574969753922,"score_gpt":0.3784315085808327,"score_spread":0.3359357588832935,"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."}}