{"id":"W3198253687","doi":"10.1016/s2468-2667(21)00200-0","title":"COVID-19 pandemic and worldwide organ transplantation: a population-based study","year":2021,"lang":"en","type":"article","venue":"The Lancet Public Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Department of Internal Medicine, University of Utah; Medizinische Universität Innsbruck; Fondation Bettencourt Schueller; Medizinische Universität Wien; Agence Nationale de la Recherche; Medizinische Universität Graz; Government of South Australia; Health Resources and Services Administration; Institut National de la Santé et de la Recherche Médicale; Department of Medicine, Georgetown University; U.S. Department of Health and Human Services","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Population; Betacoronavirus; Virology; Transplantation; Organ transplantation; Coronavirus Infections; Intensive care medicine; Infectious disease (medical specialty); Environmental health; Outbreak; Disease; Internal medicine","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":[0.002333231,0.0001387846,0.0004821647,0.0001144897,0.0004206607,0.0000655238,0.00009638443,0.00005475062,0.0002462182],"category_scores_gemma":[0.001412477,0.00009838649,0.00003641407,0.0006025468,0.00003106729,0.00007621388,0.00002007299,0.0003416838,0.000008158653],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451746,"about_ca_system_score_gemma":0.009303817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695352,"about_ca_topic_score_gemma":0.01364247,"domain_scores_codex":[0.9978199,0.0005632187,0.0003752895,0.00030851,0.0003573993,0.0005757001],"domain_scores_gemma":[0.9975387,0.0006447863,0.0001174208,0.0004947364,0.0001046224,0.001099669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001177525,0.0001655746,0.9821698,0.0008563414,0.00002726707,0.00006576614,0.004754852,0.000008584207,0.000009587844,0.0004392856,0.001559485,0.009825681],"study_design_scores_gemma":[0.003916649,0.0002635431,0.9567255,0.00005424746,0.00003001512,0.0001535471,0.0009985805,0.0001052183,0.000001643543,0.000181002,0.03747198,0.00009806319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5552598,0.0005446856,0.000800039,0.4424116,0.0000838037,0.0006139624,0.00003029894,0.0001514402,0.0001043508],"genre_scores_gemma":[0.8196032,0.0003329696,0.0001564329,0.1791907,0.0003610911,0.00002606116,0.000162932,0.0000163625,0.0001503261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643434,"threshold_uncertainty_score":0.9963125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222730816087073,"score_gpt":0.4510644465787252,"score_spread":0.2287913649700179,"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."}}