{"id":"W1994285360","doi":"10.1097/tp.0b013e3181722ead","title":"Prospective Monitoring of BK Polyomavirus Infection Early Posttransplantation in Nonrenal Solid Organ Transplant Recipients","year":2008,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"BK virus; Medicine; Viremia; Viral load; Transplantation; Internal medicine; Renal function; Gastroenterology; Population; Nephropathy; Prospective cohort study; Creatinine; Kidney transplantation; Immunology; Virus; Endocrinology","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":[0.00009865945,0.0002090492,0.0003289335,0.0003822393,0.0001044452,0.000006958851,0.00005091862,0.000181274,0.00003061367],"category_scores_gemma":[0.000007568656,0.0001951117,0.0001170265,0.0004494369,0.00008634185,0.0002874277,0.000001974837,0.0002517996,0.00002191389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009496843,"about_ca_system_score_gemma":0.0001194415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464633,"about_ca_topic_score_gemma":0.00008081695,"domain_scores_codex":[0.9984655,0.00006152895,0.0005140395,0.0002929184,0.0003847952,0.0002812118],"domain_scores_gemma":[0.9994683,0.00004845539,0.000124736,0.0001310904,0.00009531647,0.0001320768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003234128,0.0003990121,0.8911129,0.00019473,0.00007960056,0.0003607212,0.006320243,0.0001138068,0.09748001,0.00002787502,0.000001141447,0.0006758547],"study_design_scores_gemma":[0.003708581,0.0003637483,0.7626354,0.0007333808,0.0002490265,0.0003980118,0.00002544702,0.00005874267,0.2316561,0.00002594902,8.781971e-7,0.0001447097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997325,0.0002672656,0.0008697126,0.00002419233,0.0002684255,0.0005153381,0.000113281,0.00008579184,0.0005310113],"genre_scores_gemma":[0.9956688,0.003670424,0.0002237207,0.00001313638,0.00009144819,0.00003208937,0.0002024027,0.00003027007,0.00006765461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341761,"threshold_uncertainty_score":0.7956424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0221437842697621,"score_gpt":0.2894313637164326,"score_spread":0.2672875794466705,"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."}}