{"id":"W4392056165","doi":"10.1097/txd.0000000000001579","title":"Epidemiology of Epstein-Barr Virus Chronic High Viral Load in Kidney Transplant Recipients","year":2024,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association; University of Manitoba; University Health Network; University of Toronto; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"Canadian Institutes of Health Research; CSL Behring","keywords":"Medicine; Epidemiology; Kidney transplant; Virology; Viral load; Virus; Epstein–Barr virus; Kidney transplantation; Immunology; Kidney; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005179528,0.0001953442,0.0005443391,0.0002261571,0.0000295613,0.00000354569,0.00007929718,0.0001867449,0.0003393331],"category_scores_gemma":[0.00006296491,0.0001740009,0.0001701604,0.0003619659,0.00007922082,0.0001018046,0.000002544636,0.0002505143,0.00005709481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392853,"about_ca_system_score_gemma":0.0005358895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323995,"about_ca_topic_score_gemma":0.0009614917,"domain_scores_codex":[0.9982916,0.0001605782,0.0005791064,0.0003704462,0.0002390477,0.0003592343],"domain_scores_gemma":[0.9993713,0.0002214281,0.00007450183,0.0001525124,0.00003865348,0.0001416166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01378311,0.00134025,0.7577997,0.01331744,0.001940211,0.002255622,0.02010061,0.004140999,0.11754,0.008672889,0.00774997,0.05135923],"study_design_scores_gemma":[0.02646824,0.003206689,0.8599073,0.01306955,0.00212659,0.0001890799,0.0001509447,0.005954386,0.07925804,0.002767763,0.005602866,0.00129851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796591,0.009313671,0.0004757931,0.001115662,0.0008488858,0.0004891623,0.0006293627,0.0001738837,0.007294429],"genre_scores_gemma":[0.9911151,0.007308643,0.00009220725,0.0004600894,0.00007833699,0.00004379591,0.0004226478,0.00002945437,0.0004497127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021076,"threshold_uncertainty_score":0.7095552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821579351218528,"score_gpt":0.293680254198148,"score_spread":0.2754644606859627,"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."}}