{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147656,0.0002666296,0.0003049867,0.0008468727,0.0005088014,0.000782935,0.0005510531,0.0005530886,0.001216441],"category_scores_gemma":[0.003805067,0.0002252999,0.0009892602,0.0009761745,0.0003104607,0.001011157,0.001223816,0.001111719,0.0001748017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005776996,"about_ca_system_score_gemma":0.0007606485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009089713,"about_ca_topic_score_gemma":0.008450336,"domain_scores_codex":[0.999243,0.0001461763,0.00007903817,0.0001982354,0.0001019425,0.0002314744],"domain_scores_gemma":[0.9973852,0.0003132148,0.001279818,0.0001978183,0.0002633886,0.0005605849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006960366,0.00001592246,0.9993206,0.000002634956,0.00002983117,0.00001371422,0.00004296823,0.00003278466,0.00003930495,0.00001657994,0.00007225593,0.0003436953],"study_design_scores_gemma":[0.000004470382,0.00007517973,0.9992617,0.000005714114,0.00001547185,0.00005402211,0.0002353876,0.0002240143,0.00001695901,0.00003306185,0.00006994956,0.000004041779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987349,0.0001306542,0.0000911223,0.0001252324,0.00001091612,0.000009401443,0.000639786,0.00000217077,0.0002559029],"genre_scores_gemma":[0.9985647,0.0000638542,0.00005621244,0.00004817859,0.00001822373,0.00001254366,0.001168988,0.000001683843,0.00006557707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009089713,"threshold_uncertainty_score":0.01807362,"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."}}