{"id":"W4288084588","doi":"10.1111/tid.13915","title":"Incidence, risk factors, outcomes, and clinical management of BK viremia in the modern era of kidney transplantation","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Viremia; Medicine; BK virus; Internal medicine; Cumulative incidence; Incidence (geometry); Cohort; Kidney transplantation; Transplantation; Viral load; Immunology; Gastroenterology; Virus","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":[0.0003342064,0.0001527334,0.0003207147,0.000106353,0.0001063347,0.000005025651,0.0001043593,0.00004798685,0.00006855702],"category_scores_gemma":[0.00002300337,0.0001044053,0.0002071385,0.0002113296,0.0001063943,0.00005258816,0.00001481984,0.0003974741,8.049518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002788782,"about_ca_system_score_gemma":0.0001412475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006558451,"about_ca_topic_score_gemma":0.00002430611,"domain_scores_codex":[0.9984474,0.0002497089,0.0005183376,0.0002261204,0.0003928266,0.0001655943],"domain_scores_gemma":[0.9991342,0.0001782035,0.0001488823,0.0002353238,0.0000153363,0.0002879871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250523,0.001340586,0.993037,0.0006148634,0.0002850441,0.000374417,0.0009436595,0.0003786935,0.00003705736,0.000221162,0.0000481709,0.001468761],"study_design_scores_gemma":[0.003662227,0.0002640748,0.9918637,0.0002680267,0.002227456,0.00002779633,0.00009951592,0.0008091785,0.00002599987,0.0005935925,0.00004209812,0.0001163809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996314,0.0007089005,0.0001529071,0.0001537228,0.0001035611,0.000583127,0.001523811,0.00003027673,0.0004296483],"genre_scores_gemma":[0.9926111,0.006758124,0.0000132898,0.0002820762,0.000009549646,0.00003895202,0.0002540402,0.00001320759,0.00001973439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006049224,"threshold_uncertainty_score":0.4257525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302660989617192,"score_gpt":0.2881122936648607,"score_spread":0.2750856837686888,"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."}}